vineeth
07/03/2025, 10:10 AMMarvin
07/03/2025, 10:11 AMMarvin
07/03/2025, 10:11 AMbaseJobTemplate
structure is generally correct, but there are a few things to note and potential improvements:
1. The image URL in your configuration contains an invalid format:
yaml
"image": "<http://mmcdevaksreg.azurecr.io/mmc_updb_data_marts:20240712.7|mmcdevaksreg.azurecr.io/mmc_updb_data_marts:20240712.7>"
Should be simply:
yaml
"image": "<http://mmcdevaksreg.azurecr.io/mmc_updb_data_marts:20240712.7|mmcdevaksreg.azurecr.io/mmc_updb_data_marts:20240712.7>"
2. You might want to consider adding resource limits and requests:
yaml
"resources": {
"requests": {
"cpu": "100m",
"memory": "128Mi"
},
"limits": {
"cpu": "500m",
"memory": "512Mi"
}
}
3. Consider adding imagePullPolicy
if working with private registries:
yaml
"imagePullPolicy": "Always"
4. The overall structure with your environment variables using configMapKeyRef
and secretKeyRef
is correct and follows best practices for Kubernetes secret management.
Here's a cleaner way to format the YAML:
yaml
baseJobTemplate:
configuration: |
{
"apiVersion": "batch/v1",
"kind": "Job",
"metadata": {
"labels": {
"app": "prefect-worker"
}
},
"spec": {
"template": {
"spec": {
"containers": [
{
"name": "prefect-worker",
"image": "<http://mmcdevaksreg.azurecr.io/mmc_updb_data_marts:20240712.7|mmcdevaksreg.azurecr.io/mmc_updb_data_marts:20240712.7>",
"imagePullPolicy": "Always",
"env": [
# Your existing env vars are correct
]
}
],
"restartPolicy": "Never"
}
}
}
}
The structure you're using is valid for a Kubernetes work pool configuration, but make sure to:
1. Fix the image URL format
2. Consider adding resource limits/requests
3. Add imagePullPolicy
if needed
4. Ensure proper indentation in your YAML file
These configurations will be used as a template for all jobs spawned by this work pool, so it's important to get the structure right.