RollingInputData interface

Package:

@azure/arm-machinelearning

Rolling input data definition.

Extends

MonitoringInputDataBase

Properties

inputDataType	[Required] Specifies the type of signal to monitor.
preprocessingComponentId	Reference to the component asset used to preprocess the data.
windowOffset	[Required] The time offset between the end of the data window and the monitor's current run time.
windowSize	[Required] The size of the rolling data window.

Inherited Properties

columns	Mapping of column names to special uses.
dataContext	The context metadata of the data source.
jobInputType	[Required] Specifies the type of job.
uri	[Required] Input Asset URI.

Property Details

inputDataType

[Required] Specifies the type of signal to monitor.

inputDataType: "Rolling"

Property Value

"Rolling"

preprocessingComponentId

Reference to the component asset used to preprocess the data.

preprocessingComponentId?: string

Property Value

string

windowOffset

[Required] The time offset between the end of the data window and the monitor's current run time.

windowOffset: string

Property Value

string

windowSize

[Required] The size of the rolling data window.

windowSize: string

Property Value

string

Inherited Property Details

columns

Mapping of column names to special uses.

columns?: Record<string, string>

Property Value

Record<string, string>

Inherited From MonitoringInputDataBase.columns

dataContext

The context metadata of the data source.

dataContext?: string

Property Value

string

Inherited From MonitoringInputDataBase.dataContext

jobInputType

[Required] Specifies the type of job.

jobInputType: string

Property Value

string

Inherited From MonitoringInputDataBase.jobInputType

uri

[Required] Input Asset URI.

uri: string

Property Value

string

Inherited From MonitoringInputDataBase.uri