Matthew Bell
03/13/2024, 2:33 AMMarvin
03/13/2024, 2:33 AMgcloud CLI
and authenticate with your GCP project. Ensure you have the latest version by running gcloud components update
.
2. Acquire the necessary permissions in your GCP project. These include permissions for listing projects, enabling services, creating service accounts and keys, setting IAM policies, and creating artifact repositories.
3. Docker is required to build and push images to your registry. Install Docker from the official website if you haven't already.
4. You can use the gcloud CLI
to set up various resources like work-pools or GKE clusters, but this depends on the kind of infrastructure you're using for your deployment.
Depending on where you want to deploy your flows, the specific commands and settings will vary. However, the overall approach involves using gcloud
and Docker to configure your environment and push your Docker images.
For further details, please refer to the Prefect documentation on setting up work-pools and deploying to Kubernetes on GCP:
- Work-pool setup
- Deploying to Kubernetes
For a repository and registry URL, you would typically use Google's Artifact Registry, where you create your own repository and get a URL to push your Docker images to. The configuration process involves the gcloud
command-line tool and the specific commands for Artifact Registry.Matthew Bell
03/13/2024, 2:34 AMMarvin
03/13/2024, 2:34 AMREGION-docker.pkg.dev/PROJECT_ID/REPOSITORY/IMAGE
where:
- REGION
is the Google Cloud region (e.g., us-central1
).
- PROJECT_ID
is your Google Cloud project ID.
- REPOSITORY
is the name of your Artifact Registry repository.
- IMAGE
is the name of your Docker image.
An example registry URL could look like this:
us-central1-docker.pkg.dev/my-gcp-project/my-artifact-repo/my-app
In this example:
- us-central1
is the chosen region.
- my-gcp-project
is the project ID.
- my-artifact-repo
is the name of the repository created in Artifact Registry to store Docker images.
- my-app
is the Docker image name that you will build and push to the repository.
To set up such a repository in Google Cloud Artifact Registry, you might use the following gcloud
CLI commands:
sh
# Set up gcloud CLI with your project
gcloud auth login
gcloud config set project my-gcp-project
# Create a new Docker repository in Artifact Registry
gcloud artifacts repositories create my-artifact-repo \
--repository-format=docker \
--location=us-central1 \
--description="Docker repository for my application"
After creating the repository, you would configure Docker to authenticate with the Artifact Registry and then push your Docker image to it.
Please substitute my-gcp-project
, my-artifact-repo
, and my-app
with your actual project ID, repository name, and image name respectively.