Subset assignment

This example demonstrates how to assign a subset to a training data.

Import necessary libraries

import ansys.simai.core as asc

simai = asc.from_config()

Select a training data

Example of a training_data_id associated with a project_id.

training_data_id = "k4z77qzq"
project_id = "k9756vw0"

Get subset assignment

Get and print the current subset assigned for this training_data_id.

current_subset = simai.training_data.get(id=training_data_id).get_subset(project=project_id)
print(current_subset)

Assign a new subset (two options)

Manually assign a new subset to the training data.

simai.training_data.get(id=training_data_id).assign_subset(project=project_id, subset="Test")

Alternatively, use SubsetEnum to assign a valid enum value to the training data.

from ansys.simai.core.data.types import SubsetEnum

simai.training_data.get(id=training_data_id).assign_subset(
    project=project_id, subset=SubsetEnum.TEST
)