Enum for supported window sizes as seconds
Enum | Value |
---|---|
fdl.WindowSize.ONE_HOUR | 3600 |
fdl.WindowSize.ONE_DAY | 86400 |
fdl.WindowSize.ONE_WEEK | 604800 |
fdl.WindowSize.ONE_MONTH | 2592000 |
from fiddler import BaselineType, WindowSize
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.ROLLING_PRODUCTION,
offset=WindowSize.ONE_MONTH, # How far back to set our window
window_size=WindowSize.ONE_WEEK, # Size of the sliding window
)