debian-mirror-gitlab/doc/ci/docker/using_docker_build.md

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---
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stage: Verify
group: Continuous Integration
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info: 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
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type: concepts, howto
---
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# Building Docker images with GitLab CI/CD
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GitLab CI/CD allows you to use Docker Engine to build and test Docker-based projects.
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One of the new trends in Continuous Integration/Deployment is to:
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1. Create an application image.
1. Run tests against the created image.
1. Push image to a remote registry.
1. Deploy to a server from the pushed image.
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It's also useful when your application already has the `Dockerfile` that can be
used to create and test an image:
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```shell
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docker build -t my-image dockerfiles/
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docker run my-image /script/to/run/tests
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docker tag my-image my-registry:5000/my-image
docker push my-registry:5000/my-image
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```
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This requires special configuration of GitLab Runner to enable `docker` support
during jobs.
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## Runner Configuration
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There are three methods to enable the use of `docker build` and `docker run`
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during jobs, each with their own tradeoffs.
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An alternative to using `docker build` is to [use kaniko](using_kaniko.md).
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This avoids having to execute a runner in privileged mode.
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NOTE:
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To see how Docker and GitLab Runner are configured for shared runners on
GitLab.com, see [GitLab.com shared
runners](../../user/gitlab_com/index.md#shared-runners).
### Use shell executor
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The simplest approach is to install GitLab Runner in `shell` execution mode.
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GitLab Runner then executes job scripts as the `gitlab-runner` user.
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1. Install [GitLab Runner](https://gitlab.com/gitlab-org/gitlab-runner/#installation).
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1. During GitLab Runner installation select `shell` as method of executing job scripts or use command:
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```shell
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sudo gitlab-runner register -n \
--url https://gitlab.com/ \
--registration-token REGISTRATION_TOKEN \
--executor shell \
--description "My Runner"
```
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1. Install Docker Engine on server.
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For more information how to install Docker Engine on different systems,
check out the [Supported installations](https://docs.docker.com/engine/installation/).
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1. Add `gitlab-runner` user to `docker` group:
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```shell
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sudo usermod -aG docker gitlab-runner
```
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1. Verify that `gitlab-runner` has access to Docker:
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```shell
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sudo -u gitlab-runner -H docker info
```
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You can now verify that everything works by adding `docker info` to `.gitlab-ci.yml`:
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```yaml
before_script:
- docker info
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build_image:
script:
- docker build -t my-docker-image .
- docker run my-docker-image /script/to/run/tests
```
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1. You can now use `docker` command (and **install** `docker-compose` if needed).
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By adding `gitlab-runner` to the `docker` group you are effectively granting `gitlab-runner` full root permissions.
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For more information please read [On Docker security: `docker` group considered harmful](https://blog.zopyx.com/on-docker-security-docker-group-considered-harmful/).
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### Use Docker-in-Docker workflow with Docker executor
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The second approach is to use the special Docker-in-Docker (dind)
[Docker image](https://hub.docker.com/_/docker/) with all tools installed
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(`docker`) and run the job script in context of that
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image in privileged mode.
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`docker-compose` is not part of Docker-in-Docker (dind). To use `docker-compose` in your
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CI builds, follow the `docker-compose`
[installation instructions](https://docs.docker.com/compose/install/).
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WARNING:
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By enabling `--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
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[Runtime privilege and Linux capabilities](https://docs.docker.com/engine/reference/run/#runtime-privilege-and-linux-capabilities).
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Docker-in-Docker works well, and is the recommended configuration, but it is
not without its own challenges:
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- When using Docker-in-Docker, each job is in a clean environment without the past
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history. Concurrent jobs work fine because every build gets its own
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instance of Docker engine so they don't conflict with each other. But this
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also means that jobs can be slower because there's no caching of layers.
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- By default, Docker 17.09 and higher uses `--storage-driver overlay2` which is
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the recommended storage driver. See [Using the overlayfs driver](#use-the-overlayfs-driver)
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for details.
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- Since the `docker:19.03.12-dind` container and the runner container don't share their
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root file system, the job's working directory can be used as a mount point for
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child containers. For example, if you have files you want to share with a
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child container, you may create a subdirectory under `/builds/$CI_PROJECT_PATH`
and use it as your mount point (for a more thorough explanation, check [issue
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#41227](https://gitlab.com/gitlab-org/gitlab-foss/-/issues/41227)):
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```yaml
variables:
MOUNT_POINT: /builds/$CI_PROJECT_PATH/mnt
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script:
- mkdir -p "$MOUNT_POINT"
- docker run -v "$MOUNT_POINT:/mnt" my-docker-image
```
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An example project using this approach can be found here: <https://gitlab.com/gitlab-examples/docker>.
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In the examples below, we are using Docker images tags to specify a
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specific version, such as `docker:19.03.12`. If tags like `docker:stable`
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are used, you have no control over what version is used. This can lead to
unpredictable behavior, especially when new versions are
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released.
#### TLS enabled
The Docker daemon supports connection over TLS and it's done by default
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for Docker 19.03.12 or higher. This is the **suggested** way to use the
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Docker-in-Docker service and
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[GitLab.com shared runners](../../user/gitlab_com/index.md#shared-runners)
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support this.
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##### Docker
> Introduced in GitLab Runner 11.11.
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1. Install [GitLab Runner](https://docs.gitlab.com/runner/install/).
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1. Register GitLab Runner from the command line to use `docker` and `privileged`
mode:
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```shell
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sudo gitlab-runner register -n \
--url https://gitlab.com/ \
--registration-token REGISTRATION_TOKEN \
--executor docker \
--description "My Docker Runner" \
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--docker-image "docker:19.03.12" \
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--docker-privileged \
--docker-volumes "/certs/client"
```
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The above command registers a new runner to use the special
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`docker:19.03.12` image, which is provided by Docker. **Notice that it's
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using the `privileged` mode to start the build and service
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containers.** If you want to use [Docker-in-Docker](https://www.docker.com/blog/docker-can-now-run-within-docker/) mode, you always
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have to use `privileged = true` in your Docker containers.
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This also mounts `/certs/client` for the service and build
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container, which is needed for the Docker client to use the
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certificates inside of that directory. For more information on how
Docker with TLS works, check <https://hub.docker.com/_/docker/#tls>.
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The above command creates a `config.toml` entry similar to this:
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```toml
[[runners]]
url = "https://gitlab.com/"
token = TOKEN
executor = "docker"
[runners.docker]
tls_verify = false
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image = "docker:19.03.12"
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privileged = true
disable_cache = false
volumes = ["/certs/client", "/cache"]
[runners.cache]
[runners.cache.s3]
[runners.cache.gcs]
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```
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1. You can now use `docker` in the build script (note the inclusion of the
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`docker:19.03.12-dind` service):
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```yaml
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image: docker:19.03.12
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variables:
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# When using dind service, we need to instruct docker to talk with
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# the daemon started inside of the service. The daemon is available
# with a network connection instead of the default
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# /var/run/docker.sock socket. Docker 19.03 does this automatically
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# by setting the DOCKER_HOST in
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# https://github.com/docker-library/docker/blob/d45051476babc297257df490d22cbd806f1b11e4/19.03/docker-entrypoint.sh#L23-L29
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#
# 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.
#
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# 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](https://gitlab.com/gitlab-org/charts/gitlab-runner/-/issues/106) in GitLab Runner Helm Chart 0.23.0.
1. Using the
[Helm chart](https://docs.gitlab.com/runner/install/kubernetes.html), update the
[`values.yml` file](https://gitlab.com/gitlab-org/charts/gitlab-runner/-/blob/00c1a2098f303dffb910714752e9a981e119f5b5/values.yaml#L133-137)
to specify a volume mount.
```yaml
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"
```
1. You can now use `docker` in the build script (note the inclusion of the
`docker:19.03.13-dind` service):
```yaml
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.
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# If you're using GitLab Runner 12.7 or earlier with the Kubernetes executor and Kubernetes 1.6 or earlier,
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# the variable must be set to tcp://localhost:2376 because of how the
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# Kubernetes executor connects services to the job container
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# DOCKER_HOST: tcp://localhost:2376
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#
# 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"
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# 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"
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services:
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- docker:19.03.13-dind
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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.
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Assuming that the runner's `config.toml` is similar to:
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```toml
[[runners]]
url = "https://gitlab.com/"
token = TOKEN
executor = "docker"
[runners.docker]
tls_verify = false
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image = "docker:19.03.12"
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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
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`docker:19.03.12-dind` service):
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```yaml
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image: docker:19.03.12
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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
#
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# If you're using GitLab Runner 12.7 or earlier with the Kubernetes executor and Kubernetes 1.6 or earlier,
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# the variable must be set to tcp://localhost:2375 because of how the
# Kubernetes executor connects services to the job container
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# DOCKER_HOST: tcp://localhost:2375
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#
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DOCKER_HOST: tcp://docker:2375
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#
# This will instruct Docker not to start over TLS.
DOCKER_TLS_CERTDIR: ""
services:
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- docker:19.03.12-dind
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before_script:
- docker info
build:
stage: build
script:
- docker build -t my-docker-image .
- docker run my-docker-image /script/to/run/tests
```
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#### Use Docker socket binding
The third approach is to bind-mount `/var/run/docker.sock` into the
container so that Docker is available in the context of that image.
NOTE:
If you bind the Docker socket and you are
[using GitLab Runner 11.11 or later](https://gitlab.com/gitlab-org/gitlab-runner/-/merge_requests/1261),
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:
1. Install [GitLab Runner](https://docs.gitlab.com/runner/install/).
1. From the command line, register a runner with the `docker` executor and share `/var/run/docker.sock`:
```shell
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 not have an entry like this:
```toml
[[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
```
1. Use `docker` in the build script. You don't need to
include the `docker:19.03.12-dind` service, like you do when you're using
the Docker-in-Docker executor:
```yaml
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:
```shell
docker run --rm -t -i -v $(pwd)/src:/home/app/src test-image:latest run_app_tests
```
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#### 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](https://docs.docker.com/registry/recipes/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:
```yaml
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](https://gitlab.com/gitlab-org/gitlab-runner/-/issues/27173) in GitLab Runner 13.6.
If you are an administrator of GitLab Runner and you have the `dind`
service defined for the [Docker
executor](https://docs.gitlab.com/runner/configuration/advanced-configuration.html#the-runnersdockerservices-section),
or the [Kubernetes
executor](https://docs.gitlab.com/runner/executors/kubernetes.html#using-services)
you can specify the `command` to configure the registry mirror for the
Docker daemon.
Docker:
```toml
[[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:
```toml
[[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](https://docs.gitlab.com/runner/configuration/advanced-configuration.html)
to specify a [volume
mount](https://docs.gitlab.com/runner/configuration/advanced-configuration.html#volumes-in-the-runnersdocker-section).
For example, if you have a `/opt/docker/daemon.json` file with the following
content:
```json
{
"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**
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container that is created by GitLab Runner. The configuration is
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picked up by the `dind` service.
```toml
[[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](https://gitlab.com/gitlab-org/gitlab-runner/-/issues/3223) 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](https://docs.gitlab.com/runner/configuration/advanced-configuration.html)
to specify a [ConfigMap volume
mount](https://docs.gitlab.com/runner/executors/kubernetes.html#using-volumes).
For example, if you have a `/tmp/daemon.json` file with the following
content:
```json
{
"registry-mirrors": [
"https://registry-mirror.example.com"
]
}
```
Create a [ConfigMap](https://kubernetes.io/docs/concepts/configuration/configmap/) with the content
of this file. You can do this with a command like:
```shell
kubectl create configmap docker-daemon --namespace gitlab-runner --from-file /tmp/daemon.json
```
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NOTE:
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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.
```toml
[[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"
```
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## Authenticating with registry in Docker-in-Docker
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When you use Docker-in-Docker, the [normal authentication
methods](using_docker_images.html#define-an-image-from-a-private-container-registry)
won't work because a fresh Docker daemon is started with the service.
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### Option 1: Run `docker login`
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In [`before_script`](../yaml/README.md#before_script) run `docker
login`:
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```yaml
image: docker:19.03.13
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variables:
DOCKER_TLS_CERTDIR: "/certs"
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services:
- docker:19.03.13-dind
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build:
stage: build
before_script:
- echo "$DOCKER_REGISTRY_PASS" | docker login $DOCKER_REGISTRY --username $DOCKER_REGISTRY_USER --password-stdin
script:
- docker build -t my-docker-image .
- docker run my-docker-image /script/to/run/tests
```
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To log in to Docker Hub, leave `$DOCKER_REGISTRY`
empty or remove it.
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### Option 2: Mount `~/.docker/config.json` on each job
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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`.
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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.
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Here is an example of `/opt/.docker/config.json` that follows the
[`DOCKER_AUTH_CONFIG`](using_docker_images.md#determining-your-docker_auth_config-data)
documentation:
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```json
{
"auths": {
"https://index.docker.io/v1/": {
"auth": "bXlfdXNlcm5hbWU6bXlfcGFzc3dvcmQ="
}
}
}
```
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#### Docker
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Update the [volume
mounts](https://docs.gitlab.com/runner/configuration/advanced-configuration.html#volumes-in-the-runnersdocker-section)
to include the file.
```toml
[[runners]]
...
executor = "docker"
[runners.docker]
...
privileged = true
volumes = ["/opt/.docker/config.json:/root/.docker/config.json:ro"]
```
#### Kubernetes
Create a [ConfigMap](https://kubernetes.io/docs/concepts/configuration/configmap/) with the content
of this file. You can do this with a command like:
```shell
kubectl create configmap docker-client-config --namespace gitlab-runner --from-file /opt/.docker/config.json
```
Update the [volume
mounts](https://docs.gitlab.com/runner/executors/kubernetes.html#using-volumes)
to include the file.
```toml
[[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`](using_docker_images.md#determining-your-docker_auth_config-data)
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`](https://docs.gitlab.com/runner/configuration/advanced-configuration.html#the-runners-section)
inside of the runner configuration file.
- Inside [`before_script`](../yaml/README.md#before_script).
- Inside of [`script`](../yaml/README.md#script).
Below is an example of
[`before_script`](../yaml/README.md#before_script). The same commands
apply for any solution you implement.
```yaml
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
```
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## Making Docker-in-Docker builds faster with Docker layer caching
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When using Docker-in-Docker, Docker downloads all layers of your image every
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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
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Here's a `.gitlab-ci.yml` file showing how Docker caching can be used:
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```yaml
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image: docker:19.03.12
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services:
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- docker:19.03.12-dind
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variables:
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# Use TLS https://docs.gitlab.com/ee/ci/docker/using_docker_build.html#tls-enabled
DOCKER_HOST: tcp://docker:2376
DOCKER_TLS_CERTDIR: "/certs"
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before_script:
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- docker login -u $CI_REGISTRY_USER -p $CI_REGISTRY_PASSWORD $CI_REGISTRY
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build:
stage: build
script:
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- 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
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```
The steps in the `script` section for the `build` stage can be summed up to:
1. 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.
1. The second command builds a Docker image using the pulled image as a
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cache (notice the `--cache-from $CI_REGISTRY_IMAGE:latest` argument) if
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available, and tags it.
1. 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.
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## Use the OverlayFS driver
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NOTE:
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The shared runners on GitLab.com use the `overlay2` driver by default.
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By default, when using `docker:dind`, Docker uses the `vfs` storage driver which
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copies the filesystem on every run. This is a disk-intensive operation
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which can be avoided if a different driver is used, for example `overlay2`.
### Requirements
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1. Make sure a recent kernel is used, preferably `>= 4.2`.
1. Check whether the `overlay` module is loaded:
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```shell
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sudo lsmod | grep overlay
```
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If you see no result, then it isn't loaded. To load it use:
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```shell
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sudo modprobe overlay
```
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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:
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```plaintext
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overlay
```
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### Use the OverlayFS driver per project
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You can enable the driver for each project individually by using the `DOCKER_DRIVER`
environment [variable](../yaml/README.md#variables) in `.gitlab-ci.yml`:
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```yaml
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variables:
DOCKER_DRIVER: overlay2
```
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### Use the OverlayFS driver for every project
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If you use your own [GitLab Runners](https://docs.gitlab.com/runner/), you
can enable the driver for every project by setting the `DOCKER_DRIVER`
environment variable in the
[`[[runners]]` section of `config.toml`](https://docs.gitlab.com/runner/configuration/advanced-configuration.html#the-runners-section):
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```toml
environment = ["DOCKER_DRIVER=overlay2"]
```
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If you're running multiple runners, you have to modify all configuration files.
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Read more about the [runner configuration](https://docs.gitlab.com/runner/configuration/)
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and [using the OverlayFS storage driver](https://docs.docker.com/engine/userguide/storagedriver/overlayfs-driver/).
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## Using the GitLab Container Registry
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After you've built a Docker image, you can push it up to the built-in
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[GitLab Container Registry](../../user/packages/container_registry/index.md#build-and-push-by-using-gitlab-cicd).
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## Troubleshooting
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### `docker: Cannot connect to the Docker daemon at tcp://docker:2375. Is the docker daemon running?`
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This is a common error when you are using
[Docker in Docker](#use-docker-in-docker-workflow-with-docker-executor)
v19.03 or higher.
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This occurs because Docker starts on TLS automatically, so you need to do some setup.
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If:
- This is the first time setting it up, carefully read
[using Docker in Docker workflow](#use-docker-in-docker-workflow-with-docker-executor).
- You are upgrading from v18.09 or earlier, read our
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[upgrade guide](https://about.gitlab.com/releases/2019/07/31/docker-in-docker-with-docker-19-dot-03/).