Interface ICfnInferenceSchedulerProps
Properties for defining a CfnInferenceScheduler.
Namespace: Amazon.CDK.AWS.LookoutEquipment
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public interface ICfnInferenceSchedulerPropsSyntax (vb)
Public Interface ICfnInferenceSchedulerPropsRemarks
ExampleMetadata: fixture=_generated
Examples
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.LookoutEquipment;
var dataInputConfiguration;
var dataOutputConfiguration;
var cfnInferenceSchedulerProps = new CfnInferenceSchedulerProps {
DataInputConfiguration = dataInputConfiguration,
DataOutputConfiguration = dataOutputConfiguration,
DataUploadFrequency = "dataUploadFrequency",
ModelName = "modelName",
RoleArn = "roleArn",
// the properties below are optional
DataDelayOffsetInMinutes = 123,
InferenceSchedulerName = "inferenceSchedulerName",
ServerSideKmsKeyId = "serverSideKmsKeyId",
Tags = new [] { new CfnTag {
Key = "key",
Value = "value"
} }
};Synopsis
Properties
| Data |
A period of time (in minutes) by which inference on the data is delayed after the data starts. |
| Data |
Specifies configuration information for the input data for the inference scheduler, including delimiter, format, and dataset location. |
| Data |
Specifies configuration information for the output results for the inference scheduler, including the Amazon S3 location for the output. |
| Data |
How often data is uploaded to the source S3 bucket for the input data. |
| Inference |
The name of the inference scheduler. |
| Model |
The name of the machine learning model used for the inference scheduler. |
| Role |
The Amazon Resource Name (ARN) of a role with permission to access the data source being used for the inference. |
| Server |
Provides the identifier of the AWS KMS key used to encrypt inference scheduler data by Amazon Lookout for Equipment . |
| Tags | Any tags associated with the inference scheduler. |
Properties
DataDelayOffsetInMinutes
A period of time (in minutes) by which inference on the data is delayed after the data starts.
virtual Nullable<double> DataDelayOffsetInMinutes { get; }Property Value
System.
Remarks
For instance, if an offset delay time of five minutes was selected, inference will not begin on the data until the first data measurement after the five minute mark. For example, if five minutes is selected, the inference scheduler will wake up at the configured frequency with the additional five minute delay time to check the customer S3 bucket. The customer can upload data at the same frequency and they don't need to stop and restart the scheduler when uploading new data.
DataInputConfiguration
Specifies configuration information for the input data for the inference scheduler, including delimiter, format, and dataset location.
object DataInputConfiguration { get; }Property Value
System.
Remarks
DataOutputConfiguration
Specifies configuration information for the output results for the inference scheduler, including the Amazon S3 location for the output.
object DataOutputConfiguration { get; }Property Value
System.
Remarks
DataUploadFrequency
How often data is uploaded to the source S3 bucket for the input data.
string DataUploadFrequency { get; }Property Value
System.
Remarks
This value is the length of time between data uploads. For instance, if you select 5 minutes, Amazon Lookout for Equipment will upload the real-time data to the source bucket once every 5 minutes. This frequency also determines how often Amazon Lookout for Equipment starts a scheduled inference on your data. In this example, it starts once every 5 minutes.
InferenceSchedulerName
The name of the inference scheduler.
virtual string InferenceSchedulerName { get; }Property Value
System.
Remarks
ModelName
The name of the machine learning model used for the inference scheduler.
string ModelName { get; }Property Value
System.
Remarks
RoleArn
The Amazon Resource Name (ARN) of a role with permission to access the data source being used for the inference.
string RoleArn { get; }Property Value
System.
Remarks
ServerSideKmsKeyId
Provides the identifier of the AWS KMS key used to encrypt inference scheduler data by Amazon Lookout for Equipment .
virtual string ServerSideKmsKeyId { get; }Property Value
System.
Remarks
Tags
Any tags associated with the inference scheduler.
virtual ICfnTag[] Tags { get; }Property Value
ICfn