Indicates the slice of data to use as a source data for explainability computations.
| Input Parameter | Type | Default | Description |
|---|---|---|---|
| query | str | None | Slice query defining the data to use for computation. |
| num_samples | Optional [int] | None | Number of samples to select for computation. |
DATASET_ID = 'example_dataset'
MODEL_ID = 'example_model'
query = f'SELECT * FROM {DATASET_ID}.{MODEL_ID} WHERE CreditScore > 700'
data_source = fdl.SqlSliceQueryDataSource(
query=query,
num_samples=500,
)