When building Python applications with Poetry in a Docker container, we sometimes encounter issues accessing private packages stored in the Google Artifact Registry (GAR). Locally, this challenge arises because docker build
cannot directly handle the Google Cloud credentials in the same way as our CI/CD pipeline, where we leverage service accounts and the Kaniko action for secure builds. To resolve this for local development, we’ll configure Google Cloud credentials within Docker using Docker Compose, enabling secure access to the GAR repository during the build process.
Non-Containerized
Pre-requirements
- Python ^3.12
- Poetry ^1.7.1
- Google Cloud SDK ^489.0.0
- Keyring ^24.0.0
- keyrings.google-artifactregistry-auth ^1.0.0
- Read access to your GAR Python repository
- Logged into GCP (
gcloud auth application-default login
)
Setup
-
Keyring Setup
Install
keyring
support for Google Artifact Registry:pip install keyring pip install keyrings.google-artifactregistry-auth
-
Connect Poetry to your GAR repo
Access to the private repository in the Google Artifact Registry can be managed through Poetry. First, configure a custom source in Poetry for the GAR repository by running:
poetry source add --priority=explicit <PACKAGE_NAME> https://<REGION>-python.pkg.dev/<PROJECT>/<REGISTRY>/simple
Be sure to append
/simple
to the repository URL for compatibility.
Now you can install packages from your private repo:
poetry add --source <PACKAGE_NAME> [email protected]
Notes
In some cases, accessing the repository may require setting an explicit OAuth token for authentication in Poetry. Use the following command to configure this globally in Poetry:
poetry config http-basic.<PACKAGE_NAME> oauth2accesstoken $(gcloud auth print-access-token)
Containerized
Pre-requirements
- Docker ^20.10
- Docker Compose ^2.0
- Google Cloud SDK ^489.0.0
- Read access to your GAR Python repository
- Logged into GCP (
gcloud auth application-default login
)
Setup
-
Secrets Configuration
First, define a secret in
docker-compose.yaml
using the local path to your credentials file:secrets: gcloud_credentials: file: ~/.config/gcloud/application_default_credentials.json
-
We define
gcloud_credentials.file
as a consistent path for Unix-like environments indocker-compose.yaml
: -
This configuration securely passes the credentials file from your local machine to the build context without exposing sensitive data.
-
-
Dockerfile Adjustments
In the Dockerfile, we handle credentials with the following setup:
ARG GOOGLE_APPLICATION_CREDENTIALS ENV GOOGLE_APPLICATION_CREDENTIALS=${GOOGLE_APPLICATION_CREDENTIALS} RUN --mount=type=secret,id=gcloud_credentials mkdir -p $(dirname ${GOOGLE_APPLICATION_CREDENTIALS}) && cp /run/secrets/gcloud_credentials ${GOOGLE_APPLICATION_CREDENTIALS}
-
--mount=type=secret,id=gcloud_credentials
: Securely mounts the credentials during the build process. -
GOOGLE_APPLICATION_CREDENTIALS
: Specifies the credential file’s path within the container.
-
-
Service Configurations
Here,
gcloud_credentials
is the secret mounted at build time, as specified in the secrets configuration.some-service: build: context: . dockerfile: ./Dockerfile.local args: GOOGLE_APPLICATION_CREDENTIALS: /tmp/application_default_credentials.json secrets: - gcloud_credentials
Usage
Just run:
docker-compose up --build
Conclusion
This approach allows local Docker
builds to access private GAR resources securely, ensuring that credentials are handled appropriately and remain protected.