Devin Flake
01/27/2025, 11:11 PMimage=DockerImage
and where you specify using a dockerfile to build the image, the entrypoint_type
for a deployment is supposed to be a filepath or a module path that is importable in the execution environment, but the entrypoint_type
doesn't seem to be used, on execution I'm getting this error: FileNotFoundError: [Errno 2] No such file or directory: '/opt/prefect/arte_tasks/None'
any ideas?Marvin
01/27/2025, 11:11 PMentrypoint_type
when deploying a flow using DockerImage
in Prefect 3.1.5. Here's what I found:
1. Documentation Insights:
- The DockerImage
object allows for image customization, and you can specify a custom Dockerfile path. Prefect generates a Dockerfile that builds an image based on one of its published images, copying the current directory into the Docker image and installing dependencies from a requirements.txt
file.
- However, it appears there might be some confusion or oversight regarding the entrypoint_type
. The entrypoint should be a valid file path or module path in your execution environment.
2. Error Context:
- The error FileNotFoundError: [Errno 2] No such file or directory: '/opt/prefect/arte_tasks/None'
suggests that the entrypoint is not correctly set or recognized. It seems like the entrypoint might be defaulting to None
, leading to this error.
3. No GitHub Issues Found:
- There are no open issues in the Prefect repository related to this specific problem, indicating it might be a configuration error or a less common bug.
4. Top-Level API Review:
- The Prefect API includes modules like flow
and deploy
, which you might be using. However, nothing specific about entrypoint_type
was highlighted in the top-level API review.
Recommendation:
- Double-check the value being passed to entrypoint_type
. Ensure it is a valid and accessible path or module within the Docker image.
- Review your Dockerfile to confirm that the necessary files are being copied and are accessible in the specified paths.
For further details, you can refer to the Prefect Docker deployment documentation. If the issue persists, consider reaching out on Prefect's forums or support channels for more targeted assistance.Nate
01/27/2025, 11:51 PMNate
01/27/2025, 11:52 PMfrom_source
and instead its more about setting a pull
step that sets the working directory @Marvin pls find an example of using that stepMarvin
01/27/2025, 11:53 PMpull
step that configures the working directory when deploying a Prefect flow using Docker, you can follow this general approach:
1. Prefect YAML Configuration:
- Utilize the prefect.yaml
file to define the pull
and push
steps. The pull
section can be configured to set the working directory where your code is expected to reside.
2. Example Setup:
- In your prefect.yaml
, you might define the pull
step as follows:
yaml
pull:
- prefect.blocks.storage.S3:
bucket: your-bucket-name
folder: your-folder-path
- Ensure that the Dockerfile or Docker image used in the deployment has the correct working directory set. This can be done in the Dockerfile with a command like WORKDIR /your/folder/path
.
3. Dockerfile Considerations:
- Make sure that your Dockerfile copies the necessary files into the image and sets the working directory appropriately:
Dockerfile
FROM python:3.9
WORKDIR /app
COPY . /app
RUN pip install -r requirements.txt
4. Documentation Reference:
- For more detailed guidance, refer to the Prefect Docker deployment documentation.
This setup ensures that when your flow runs, it pulls the necessary code and sets the correct working directory within the Docker container. Adjust the paths and configurations according to your specific environment and deployment needs.Nate
01/27/2025, 11:54 PMDevin Flake
01/28/2025, 3:58 PMprefect.yaml
file is the solution - I was trying to do it all in the .deploy
(more details here: https://prefect-community.slack.com/archives/CL09KU1K7/p1738004778709099 )