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ReferenceData Class

  • Reference

Reference Data

Inheritance
azure.ai.ml.entities._mixins.RestTranslatableMixin
ReferenceData

Constructor

ReferenceData(*, input_data: Input, data_context: MonitorDatasetContext | None = None, pre_processing_component: str | None = None, data_window: BaselineDataRange | None = None, data_column_names: Dict[str, str] | None = None)

Parameters

Name Description
input_data
Required

The data for which drift will be calculated
data_context
Required

The context of the input dataset. Possible values include: model_inputs, model_outputs, training, test, validation, ground_truth
pre_processing_component
Required
string

ARM resource ID of the component resource used to preprocess the data.
target_column_name
Required
string

The name of the target column in the dataset.
data_window
Required

The number of days or a time frame that a single monitor looks back over the target.

Keyword-Only Parameters

Name Description
input_data
Required
data_context
Required
pre_processing_component
Required
data_window
Required
data_column_names
Required