Enum for different types of baselines
| Enum | Description |
|---|---|
| fdl.BaselineType.PRE_PRODUCTION | Used for baselines on uploaded datasets.They can be training or validation datasets. |
| fdl.BaselineType.STATIC_PRODUCTION | Used to describe a baseline on production events of a model between a specific time range |
| fdl.BaselineType.ROLLING_PRODUCTION | Used to describe a baseline on production events of a model relative to the current time |
from fiddler import BaselineType
PROJECT_NAME = 'example_project'
BASELINE_NAME = 'example_rolling'
DATASET_NAME = 'example_validation'
MODEL_NAME = 'example_model'
client.add_baseline(
project_id=PROJECT_NAME,
model_id=MODEL_NAME,
baseline_id=BASELINE_NAME,
type=BaselineType.PRE_PRODUCTION,
dataset_id=DATASET_NAME,
)