Support model versions in worker runs
Depends https://gitlab.com/arkindex/backend/-/issues/1018
Once we have the WorkerVersion.model_usage
, the dataimport.WorkerRun
model must support a nullable field model_version
that is a FK towards training.ModelVersion
.
This field must be manageable through the admin interface.
It must also be set when the flag WorkerVersion.model_usage
is set to True
on the associated worker_version
.
A few changes are then required on these API endpoints:
-
StartProcess
must fail (400) if any of its worker run has a worker version withmodel_usage = True
and nomodel_version
associated.- The error message must be explicit as it will be displayed to the end user in the frontend
-
UpdateWorkerRun
must support an optionalmodel_version_id
UUID that will be allowed only when the associated worker version hasmodel_usage = True
.
CreateWorkerRun
has no changes: it would be hard to implement in the frontend to select both a worker & model selection and THEN create the run. I think it's easier to keep the code as-is, display a warning, allow selecting a model.
The build_task_recipe
is not extended yet (no changes on the process itself here).