com.amazonaws.services.sagemaker.model

Class RecommendationJobStoppingConditions

java.lang.Object

com.amazonaws.services.sagemaker.model.RecommendationJobStoppingConditions

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class RecommendationJobStoppingConditions
extends Object
implements Serializable, Cloneable, StructuredPojo

Specifies conditions for stopping a job. When a job reaches a stopping condition limit, SageMaker ends the job.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
RecommendationJobStoppingConditions()

Method Summary

Modifier and Type	Method and Description
RecommendationJobStoppingConditions	clone()
boolean	equals(Object obj)
String	getFlatInvocations() Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity.
Integer	getMaxInvocations() The maximum number of requests per minute expected for the endpoint.
List<ModelLatencyThreshold>	getModelLatencyThresholds() The interval of time taken by a model to respond as viewed from SageMaker.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setFlatInvocations(String flatInvocations) Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity.
void	setMaxInvocations(Integer maxInvocations) The maximum number of requests per minute expected for the endpoint.
void	setModelLatencyThresholds(Collection<ModelLatencyThreshold> modelLatencyThresholds) The interval of time taken by a model to respond as viewed from SageMaker.
String	toString() Returns a string representation of this object.
RecommendationJobStoppingConditions	withFlatInvocations(FlatInvocations flatInvocations) Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity.
RecommendationJobStoppingConditions	withFlatInvocations(String flatInvocations) Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity.
RecommendationJobStoppingConditions	withMaxInvocations(Integer maxInvocations) The maximum number of requests per minute expected for the endpoint.
RecommendationJobStoppingConditions	withModelLatencyThresholds(Collection<ModelLatencyThreshold> modelLatencyThresholds) The interval of time taken by a model to respond as viewed from SageMaker.
RecommendationJobStoppingConditions	withModelLatencyThresholds(ModelLatencyThreshold... modelLatencyThresholds) The interval of time taken by a model to respond as viewed from SageMaker.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

RecommendationJobStoppingConditions

public RecommendationJobStoppingConditions()

Method Detail

setMaxInvocations

public void setMaxInvocations(Integer maxInvocations)

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

Parameters:

maxInvocations - The maximum number of requests per minute expected for the endpoint.

getMaxInvocations

public Integer getMaxInvocations()

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

Returns:

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

withMaxInvocations

public RecommendationJobStoppingConditions withMaxInvocations(Integer maxInvocations)

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

Parameters:

maxInvocations - The maximum number of requests per minute expected for the endpoint.

Returns:

Returns a reference to this object so that method calls can be chained together.

getModelLatencyThresholds

public List<ModelLatencyThreshold> getModelLatencyThresholds()

The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.

Returns:

The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.

setModelLatencyThresholds

public void setModelLatencyThresholds(Collection<ModelLatencyThreshold> modelLatencyThresholds)

The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.

Parameters:

modelLatencyThresholds - The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.

withModelLatencyThresholds

public RecommendationJobStoppingConditions withModelLatencyThresholds(ModelLatencyThreshold... modelLatencyThresholds)

The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.

NOTE: This method appends the values to the existing list (if any). Use setModelLatencyThresholds(java.util.Collection) or withModelLatencyThresholds(java.util.Collection) if you want to override the existing values.

Parameters:

modelLatencyThresholds - The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.

Returns:

Returns a reference to this object so that method calls can be chained together.

withModelLatencyThresholds

public RecommendationJobStoppingConditions withModelLatencyThresholds(Collection<ModelLatencyThreshold> modelLatencyThresholds)

The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.

Parameters:

modelLatencyThresholds - The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.

Returns:

Returns a reference to this object so that method calls can be chained together.

setFlatInvocations

public void setFlatInvocations(String flatInvocations)

Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity. The default value is Stop. If you want the load test to continue after invocations have flattened, set the value to Continue.

Parameters:

flatInvocations - Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity. The default value is Stop. If you want the load test to continue after invocations have flattened, set the value to Continue.

See Also:

FlatInvocations

getFlatInvocations

public String getFlatInvocations()

Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity. The default value is Stop. If you want the load test to continue after invocations have flattened, set the value to Continue.

Returns:

Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity. The default value is Stop. If you want the load test to continue after invocations have flattened, set the value to Continue.

See Also:

FlatInvocations

withFlatInvocations

public RecommendationJobStoppingConditions withFlatInvocations(String flatInvocations)

Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity. The default value is Stop. If you want the load test to continue after invocations have flattened, set the value to Continue.

Parameters:

flatInvocations - Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity. The default value is Stop. If you want the load test to continue after invocations have flattened, set the value to Continue.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

FlatInvocations

withFlatInvocations

public RecommendationJobStoppingConditions withFlatInvocations(FlatInvocations flatInvocations)

Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity. The default value is Stop. If you want the load test to continue after invocations have flattened, set the value to Continue.

Parameters:

flatInvocations - Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity. The default value is Stop. If you want the load test to continue after invocations have flattened, set the value to Continue.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

FlatInvocations

toString

public 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

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public RecommendationJobStoppingConditions clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Description copied from interface: StructuredPojo

Marshalls this structured data using the given ProtocolMarshaller.

Specified by:

marshall in interface StructuredPojo

Parameters:

protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.