ProductionData Class
Production Data
Constructor
ProductionData(*, 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
|
ARM resource ID of the component resource used to preprocess the data. |
|
data_window
Required
|
The number of days or a time frame that a singal monitor looks back over the target. |
Keyword-Only Parameters
| Name | Description |
|---|---|
|
input_data
Required
|
|
|
data_context
|
Default value: None
|
|
pre_processing_component
|
Default value: None
|
|
data_window
|
Default value: None
|
|
data_column_names
|
Default value: None
|
