MonitorInputData Class

Monitor input data.

Inheritance

azure.ai.ml.entities._mixins.RestTranslatableMixin

MonitorInputData

Constructor

MonitorInputData(*, type: MonitorInputDataType | None = None, data_context: MonitorDatasetContext | None = None, target_columns: Dict | None = None, job_type: str | None = None, uri: str | None = None)

Keyword-Only Parameters

Name	Description
type	<xref:MonitorInputDataType> Specifies the type of monitoring input data.
input_dataset	Optional[Input] Input data used by the monitor
dataset_context	Optional[Union[str, MonitorDatasetContext]] The context of the input dataset. Accepted values are "model_inputs", "model_outputs", "training", "test", "validation", and "ground_truth".
target_column_name	Optional[str] The target column in the given input dataset.
pre_processing_component	Optional[str] The ARM (Azure Resource Manager) resource ID of the component resource used to preprocess the data.
data_context Required
target_columns Required
job_type Required
uri Required