Package software.amazon.awssdk.services.lookoutequipment.model

Class InferenceSchedulerSummary

java.lang.Object

software.amazon.awssdk.services.lookoutequipment.model.InferenceSchedulerSummary

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<InferenceSchedulerSummary.Builder,InferenceSchedulerSummary>

@Generated("software.amazon.awssdk:codegen")
public final class InferenceSchedulerSummary
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<InferenceSchedulerSummary.Builder,InferenceSchedulerSummary>

Contains information about the specific inference scheduler, including data delay offset, model name and ARN, status, and so on.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	InferenceSchedulerSummary.Builder

Method Summary

Modifier and Type	Method	Description
static InferenceSchedulerSummary.Builder	builder()
Long	dataDelayOffsetInMinutes()	A period of time (in minutes) by which inference on the data is delayed after the data starts.
DataUploadFrequency	dataUploadFrequency()	How often data is uploaded to the source S3 bucket for the input data.
String	dataUploadFrequencyAsString()	How often data is uploaded to the source S3 bucket for the input data.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
String	inferenceSchedulerArn()	The Amazon Resource Name (ARN) of the inference scheduler.
String	inferenceSchedulerName()	The name of the inference scheduler.
LatestInferenceResult	latestInferenceResult()	Indicates whether the latest execution for the inference scheduler was Anomalous (anomalous events found) or Normal (no anomalous events found).
String	latestInferenceResultAsString()	Indicates whether the latest execution for the inference scheduler was Anomalous (anomalous events found) or Normal (no anomalous events found).
String	modelArn()	The Amazon Resource Name (ARN) of the machine learning model used by the inference scheduler.
String	modelName()	The name of the machine learning model used for the inference scheduler.
List<SdkField<?>>	sdkFields()
static Class<? extends InferenceSchedulerSummary.Builder>	serializableBuilderClass()
InferenceSchedulerStatus	status()	Indicates the status of the inference scheduler.
String	statusAsString()	Indicates the status of the inference scheduler.
InferenceSchedulerSummary.Builder	toBuilder()
String	toString()	Returns a string representation of this object.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

modelName

public final String modelName()

The name of the machine learning model used for the inference scheduler.

Returns:

The name of the machine learning model used for the inference scheduler.

modelArn

public final String modelArn()

The Amazon Resource Name (ARN) of the machine learning model used by the inference scheduler.

Returns:

The Amazon Resource Name (ARN) of the machine learning model used by the inference scheduler.

inferenceSchedulerName

public final String inferenceSchedulerName()

The name of the inference scheduler.

Returns:

The name of the inference scheduler.

inferenceSchedulerArn

public final String inferenceSchedulerArn()

The Amazon Resource Name (ARN) of the inference scheduler.

Returns:

The Amazon Resource Name (ARN) of the inference scheduler.

status

public final InferenceSchedulerStatus status()

Indicates the status of the inference scheduler.

If the service returns an enum value that is not available in the current SDK version, status will return InferenceSchedulerStatus.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from statusAsString().

Returns:

Indicates the status of the inference scheduler.

See Also:

InferenceSchedulerStatus

statusAsString

public final String statusAsString()

Indicates the status of the inference scheduler.

If the service returns an enum value that is not available in the current SDK version, status will return InferenceSchedulerStatus.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from statusAsString().

Returns:

Indicates the status of the inference scheduler.

See Also:

InferenceSchedulerStatus

dataDelayOffsetInMinutes

public final Long dataDelayOffsetInMinutes()

A period of time (in minutes) by which inference on the data is delayed after the data starts. 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.

Returns:

A period of time (in minutes) by which inference on the data is delayed after the data starts. 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.

dataUploadFrequency

public final DataUploadFrequency dataUploadFrequency()

How often data is uploaded to the source S3 bucket for the input data. 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.

If the service returns an enum value that is not available in the current SDK version, dataUploadFrequency will return DataUploadFrequency.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from dataUploadFrequencyAsString().

Returns:

How often data is uploaded to the source S3 bucket for the input data. 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.

See Also:

DataUploadFrequency

dataUploadFrequencyAsString

public final String dataUploadFrequencyAsString()

How often data is uploaded to the source S3 bucket for the input data. 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.

If the service returns an enum value that is not available in the current SDK version, dataUploadFrequency will return DataUploadFrequency.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from dataUploadFrequencyAsString().

Returns:

How often data is uploaded to the source S3 bucket for the input data. 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.

See Also:

DataUploadFrequency

latestInferenceResult

public final LatestInferenceResult latestInferenceResult()

Indicates whether the latest execution for the inference scheduler was Anomalous (anomalous events found) or Normal (no anomalous events found).

If the service returns an enum value that is not available in the current SDK version, latestInferenceResult will return LatestInferenceResult.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from latestInferenceResultAsString().

Returns:

Indicates whether the latest execution for the inference scheduler was Anomalous (anomalous events found) or Normal (no anomalous events found).

See Also:

LatestInferenceResult

latestInferenceResultAsString

public final String latestInferenceResultAsString()

Indicates whether the latest execution for the inference scheduler was Anomalous (anomalous events found) or Normal (no anomalous events found).

If the service returns an enum value that is not available in the current SDK version, latestInferenceResult will return LatestInferenceResult.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from latestInferenceResultAsString().

Returns:

Indicates whether the latest execution for the inference scheduler was Anomalous (anomalous events found) or Normal (no anomalous events found).

See Also:

LatestInferenceResult

toBuilder

public InferenceSchedulerSummary.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<InferenceSchedulerSummary.Builder,InferenceSchedulerSummary>

builder

public static InferenceSchedulerSummary.Builder builder()

serializableBuilderClass

public static Class<? extends InferenceSchedulerSummary.Builder> serializableBuilderClass()

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public final String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo