My scenario,
A policy called 'Job Pool', which has the following overrides:
"instance_pool_id": {
"type": "unlimited",
"hidden": true
},
"driver_instance_pool_id": {
"type": "unlimited",
"hidden": true
}
I have an asset bundle that sets a new cluster as follows:
new_cluster:
apply_policy_default_values: true
policy_id: ${var.job_compute_policy_id}
driver_instance_pool_id: ${var.on_demand_driver_pool_id}
instance_pool_id: ${var.on_demand_instance_pool_id}
autoscale:
min_workers: 1
max_workers: 8
When trying to deploy the bundle, I get the following error:
Error: cannot update job: Cluster validation error: Validation failed for azure_attributes.spot_bid_max_price from worker pool, the value must be present; Validation failed for azure_attributes.spot_bid_max_price from driver pool, the value must be present
This is despite both being on-demand pools.
If I change the worker pool to a spot pool and add the following override:
"azure_attributes.spot_bid_max_price": {
"type": "unlimited",
"defaultValue": 100
}
I get a similar error, but without reference to the worker pool:
Error: cannot update job: Cluster validation error: Validation failed for azure_attributes.spot_bid_max_price from driver pool, the value must be present
I have tried setting both driver and worker to the same on demand pool, even when setting variations including 'unlimited' and setting value to '100'
"azure_attributes.spot_bid_max_price": {
"type": "fixed",
"value": -1
}
The deployment still fails asking for spot_bid pricing.
Error: cannot update job: Cluster validation error: Validation failed for azure_attributes.spot_bid_max_price from pool, the value must be present
The only thing that seems to work is deploying both to a spot-instance pool, which I don't want to do because my driver is
Questions are:
- How can I assign the driver to an on-demand pool and the workers to a spot instance in a DAB resource definition without generating this error, the docs don't show pool examples (please link me it if I'm wrong)?
- How can I assign both to the same on demand pool if the above is not possible?
- Where are your docs on working with pools & policies for DABs?