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MonitorInputData Class

  • Reference

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