<@ULVA73B9P> keep getting this error: ``` rais...
# ask-marvin
d
@Marvin keep getting this error:
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raise 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:
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prefect deploy --name doc-ingest-pipeline-dev --prefect-file prefect_dev.yaml
the exact same command works fine in my other prefect project.
m
The error you're encountering,
StepExecutionError
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.
d
@Marvin this is my prefect_dev.yaml:
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# 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?
m
To set up your Google Cloud Artifact Registry and push your Docker images from Prefect, follow these steps: 1. Create an Artifact Registry: You need to create a Docker repository in Google Cloud's Artifact Registry. Use the following command:
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bash
   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:
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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:
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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.
d
fixed by ensuring i was using requests==2.31.0 -as suggested in this thread https://github.com/PrefectHQ/prefect/issues/13478