Miguel Moncada
05/23/2024, 2:56 PMogr2ogr
command line tool).
cmd = ["ogr2ogr", "-f", driver, output_file, self.conn_str, ] if sql_query: cmd.extend([sql_query_flag]) cmd.extend([source, "-nlt", "PROMOTE_TO_MULTI", "-nln", table_name if table_name else "query_result", ] )
When I run the flow manually from within a docker container running the image I'm using, it works fine, but when I deploy the flow and run it from a quick run in Prefect Cloud (which uses a work pool that creates a KubernetesJob in our cluster), it fails with
[Errno 2] No such file or directory: 'ogr2ogr'
Marvin
05/23/2024, 2:56 PMogr2ogr
command isn't found within the Kubernetes environment. Here are a few steps to troubleshoot and resolve this:
1. Ensure the Image Has All Dependencies:
Verify that the Docker image used in your Kubernetes job has GDAL installed. You might need a custom Docker image.
2. Check Image Source in Your Deployment Configuration (prefect.yaml):
Ensure your deployment YAML is correctly pointing to the custom Docker image that includes GDAL. Your configuration may look like this:
yaml
version: 2
flows:
your-flow-name:
parameters:
...
schedule:
...
storage:
block: gcs/my-bucket
run_configs:
kubernetes:
job:
spec:
...
image: "your-custom-image:latest"
3. Volume Mounts:
If GDAL is installed on a mounted volume, make sure the volume is correctly mounted in your Kubernetes job.
4. Locales and PATH:
Ensure the binaries are in the PATH for your subprocess call. You might need to adjust your Dockerfile to set up the environment properly.
5. Use Prefect Docker Infrastructure:
Prefect may use a different base image internally. Here’s how you can specify the image correctly:
yaml
infrastructure:
type: kubernetes
env:
...
image: "your-custom-image"
### Useful Links
- Prefect Kubernetes Deployment Guide
- Prefect Infrastructure Concept
- Prefect Docker Image Examples
By ensuring these steps are correctly configured, you should be able to run your subprocess without issues in a Kubernetes job.