2.6 KiB
Docker for dbt
This docker file is suitable for building dbt Docker images locally or using with CI/CD to automate populating a container registry.
Building an image:
This Dockerfile can create images for the following targets, each named after the database they support:
dbt-core(no db-adapter support)dbt-third-party(requires additional build-arg)
For platform-specific images, please refer to that platform's repository (eg. dbt-postgres)
In order to build a new image, run the following docker command.
docker build --tag <your_image_name> --target <target_name> <path/to/dockerfile>
Note: Docker must be configured to use BuildKit in order for images to build properly!
By default the images will be populated with dbt-core on main.
If you need to use a different version you can specify it by git ref (tag, branch, sha) using the --build-arg flag:
docker build --tag <your_image_name> \
--target <target_name> \
--build-arg commit_ref=<git_ref> \
<path/to/dockerfile>
If you wish to build an image with a third-party adapter you can use the dbt-third-party target.
This target requires you provide a path to the adapter that can be processed by pip by using the dbt_third_party build arg:
docker build --tag <your_image_name> \
--target dbt-third-party \
--build-arg dbt_third_party=<pip_parsable_install_string> \
<path/to/dockerfile>
This can also be combined with the commit_ref build arg to specify a version of dbt-core.
Examples:
To build an image named "my-third-party-dbt" that uses the latest release of Materialize third party adapter and the latest dev version of dbt-core:
cd dbt-core/docker
docker build --tag my-third-party-dbt \
--target dbt-third-party \
--build-arg dbt_third_party=dbt-materialize \
.
Running an image in a container:
The ENTRYPOINT for this Dockerfile is the command dbt so you can bind-mount your project to /usr/app and use dbt as normal:
docker run \
--network=host \
--mount type=bind,source=path/to/project,target=/usr/app \
--mount type=bind,source=path/to/profiles.yml,target=/root/.dbt/profiles.yml \
my-dbt \
ls
Notes:
- Bind-mount sources must be an absolute path
- You may need to make adjustments to the docker networking setting depending on the specifics of your data warehouse/database host.