Methods to start and run the nhp_model docker containers in Azure Container Instances (ACI).
This is predominantly an internal tool designed to help us manage our internal infrastructure.
Takes the parameters that you want to run the model with, and what version of the model to run, then starts running the model in ACI.
Returns a dictionary containing the metadata of the model run, including the id of the model run that has just been created.
Gets the states of all of the currently running ACI container groups running.
If AUTO_DELETE_COMPLETED_CONTAINERS env var is set, then it will delete any ACI container instance that has successfully terminated.
Gets the state of a specific ACI container group.
If AUTO_DELETE_COMPLETED_CONTAINERS env var is set, then it will delete any ACI container instance that has successfully terminated.
In order to run this locally, you will need to install the Azure CLI. Once you have installed that, you will then need to sign in.
The easiest way to get started is to use uv.
Create a new virtual environment (uv venv --python 3.12), then install dependencies with (uv pip install -e ".[dev]").
You will then need to create a .env file. There is a sample file (.env.sample) which you can use as a template.
Speak to colleagues to get the correct values.