Package software.amazon.awssdk.services.sagemaker.model

Class RecommendationMetrics

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.RecommendationMetrics

All Implemented Interfaces:

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

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

The metrics of recommendations.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	RecommendationMetrics.Builder

Method Summary

Modifier and Type	Method	Description
static RecommendationMetrics.Builder	builder()
Float	costPerHour()	Defines the cost per hour for the instance.
Float	costPerInference()	Defines the cost per inference for the instance .
Float	cpuUtilization()	The expected CPU utilization at maximum invocations per minute for the instance.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Integer	maxInvocations()	The expected maximum number of requests per minute for the instance.
Float	memoryUtilization()	The expected memory utilization at maximum invocations per minute for the instance.
Integer	modelLatency()	The expected model latency at maximum invocation per minute for the instance.
Integer	modelSetupTime()	The time it takes to launch new compute resources for a serverless endpoint.
Map<String,SdkField<?>>	sdkFieldNameToField()
List<SdkField<?>>	sdkFields()
static Class<? extends RecommendationMetrics.Builder>	serializableBuilderClass()
RecommendationMetrics.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

costPerHour

public final Float costPerHour()

Defines the cost per hour for the instance.

Returns:

Defines the cost per hour for the instance.

costPerInference

public final Float costPerInference()

Defines the cost per inference for the instance .

Returns:

Defines the cost per inference for the instance .

maxInvocations

public final Integer maxInvocations()

The expected maximum number of requests per minute for the instance.

Returns:

The expected maximum number of requests per minute for the instance.

modelLatency

public final Integer modelLatency()

The expected model latency at maximum invocation per minute for the instance.

Returns:

The expected model latency at maximum invocation per minute for the instance.

cpuUtilization

public final Float cpuUtilization()

The expected CPU utilization at maximum invocations per minute for the instance.

NaN indicates that the value is not available.

Returns:

The expected CPU utilization at maximum invocations per minute for the instance.

NaN indicates that the value is not available.

memoryUtilization

public final Float memoryUtilization()

The expected memory utilization at maximum invocations per minute for the instance.

NaN indicates that the value is not available.

Returns:

The expected memory utilization at maximum invocations per minute for the instance.

NaN indicates that the value is not available.

modelSetupTime

public final Integer modelSetupTime()

The time it takes to launch new compute resources for a serverless endpoint. The time can vary depending on the model size, how long it takes to download the model, and the start-up time of the container.

NaN indicates that the value is not available.

Returns:

The time it takes to launch new compute resources for a serverless endpoint. The time can vary depending on the model size, how long it takes to download the model, and the start-up time of the container.

NaN indicates that the value is not available.

toBuilder

public RecommendationMetrics.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<RecommendationMetrics.Builder,RecommendationMetrics>

builder

public static RecommendationMetrics.Builder builder()

serializableBuilderClass

public static Class<? extends RecommendationMetrics.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

sdkFieldNameToField

public final Map<String,SdkField<?>> sdkFieldNameToField()

Specified by:

sdkFieldNameToField in interface SdkPojo