Daniel
01/30/2025, 10:51 AMraise StepExecutionError(f"Encountered error while running {fqn}") from exc
prefect.deployments.steps.core.StepExecutionError: Encountered error while running prefect_docker.deployments.steps.build_docker_image
running prefect 2.19.9 using orbstack for docker. using this command to deploy:
prefect deploy --name doc-ingest-pipeline-dev --prefect-file prefect_dev.yaml
the exact same command works fine in my other prefect project.Marvin
01/30/2025, 10:51 AMStepExecutionError
while running prefect_docker.deployments.steps.build_docker_image
, often stems from issues related to Docker configuration or Prefect's Docker integration. Here are some potential causes and solutions based on the gathered information:
1. Docker Not Running or Misconfigured: Ensure that Docker is running properly on your system. There have been issues reported where Prefect throws errors if Docker is not available or misconfigured. Verify your Docker setup and make sure it's accessible from your environment.
2. Incorrect Docker Image Reference: Check your prefect_dev.yaml
file to ensure that the Docker image references are correct. There have been issues where specific Prefect Docker image tags were not found. Ensure the image and tag you are using are valid and exist.
3. Prefect-Docker Package Version: Ensure that your project has the correct version of the prefect-docker
package installed. Sometimes, installing or upgrading to a specific version resolves compatibility issues. For instance, prefect-docker>=0.3.11
might be required.
4. Orbstack Compatibility: Since you're using Orbstack for Docker, ensure that it is fully compatible with Prefect's Docker operations. There might be nuances in how Orbstack handles Docker commands compared to a standard Docker setup.
5. Differences Between Projects: Since the command works in another Prefect project, compare the configurations in the prefect_dev.yaml
files and any other relevant setup between the working and non-working projects.
For more detailed guidance, you can refer to the following resources:
- Prefect Docker Guide
- Prefect Deployment Guide
If these steps don't resolve the issue, consider opening a detailed issue on the Prefect GitHub repository with specific details about your setup and error logs.Daniel
01/30/2025, 10:55 AM# Generic metadata about this project
name: amy-doc-ingest-server
prefect-version: 2.19.1
# build section allows you to manage and build docker images
build:
- prefect_docker.deployments.steps.build_docker_image:
id: build_image
requires: prefect-docker>=0.3.1
image_name: europe-west2-docker.pkg.dev/amygdadss/prefect-repo/doc-ingest-pipeline
tag: latest
dockerfile: ./Dockerfile
platform: linux/amd64
# push section allows you to manage if and how this project is uploaded to remote locations
push:
- prefect_docker.deployments.steps.push_docker_image:
requires: prefect-docker>=0.3.1
image_name: '{{ build_image.image_name }}'
tag: '{{ build_image.tag }}'
# pull section allows you to provide instructions for cloning this project in remote locations
pull:
- prefect.deployments.steps.set_working_directory:
directory: /opt/prefect/amy-doc-ingest-server
what do i need to do to setup my artifact registry in google cloud?Marvin
01/30/2025, 10:56 AMbash
gcloud artifacts repositories create <REPOSITORY-NAME> \
--repository-format=docker --location=<LOCATION>
Replace <REPOSITORY-NAME>
and <LOCATION>
with your desired repository name and location.
2. Authenticate Docker with Artifact Registry:
Configure Docker to use your Google Cloud credentials:
bash
gcloud auth configure-docker <LOCATION>-docker.pkg.dev
Replace <LOCATION>
with the location of your repository.
3. Modify prefect_dev.yaml
:
Ensure your prefect_dev.yaml
file's image_name
is correctly pointing to your Google Cloud Artifact Registry:
yaml
image_name: <LOCATION>-docker.pkg.dev/<PROJECT-ID>/<REPOSITORY-NAME>/doc-ingest-pipeline
Replace <LOCATION>
, <PROJECT-ID>
, and <REPOSITORY-NAME>
with your specific values.
4. Push Docker Image:
Prefect should handle the push step using the configuration in your prefect_dev.yaml
. Ensure the prefect-docker
package is installed in your environment as required.
For detailed guidance, you can refer to the Google Cloud Artifact Registry documentation and Prefect's GCP Worker Guide.Daniel
01/30/2025, 11:44 AM