com.amazonaws.services.sagemaker.model.ScalingPolicyMetric Maven / Gradle / Ivy
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/*
* Copyright 2019-2024 Amazon.com, Inc. or its affiliates. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with
* the License. A copy of the License is located at
*
* http://aws.amazon.com/apache2.0
*
* or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
* CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions
* and limitations under the License.
*/
package com.amazonaws.services.sagemaker.model;
import java.io.Serializable;
import javax.annotation.Generated;
import com.amazonaws.protocol.StructuredPojo;
import com.amazonaws.protocol.ProtocolMarshaller;
/**
*
* The metric for a scaling policy.
*
*
* @see AWS API
* Documentation
*/
@Generated("com.amazonaws:aws-java-sdk-code-generator")
public class ScalingPolicyMetric implements Serializable, Cloneable, StructuredPojo {
/**
*
* The number of invocations sent to a model, normalized by InstanceCount in each ProductionVariant.
* 1/numberOfInstances is sent as the value on each request, where numberOfInstances is
* the number of active instances for the ProductionVariant behind the endpoint at the time of the request.
*
*/
private Integer invocationsPerInstance;
/**
*
* The interval of time taken by a model to respond as viewed from SageMaker. This interval includes the local
* communication times 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.
*
*/
private Integer modelLatency;
/**
*
* The number of invocations sent to a model, normalized by InstanceCount in each ProductionVariant.
* 1/numberOfInstances is sent as the value on each request, where numberOfInstances is
* the number of active instances for the ProductionVariant behind the endpoint at the time of the request.
*
*
* @param invocationsPerInstance
* The number of invocations sent to a model, normalized by InstanceCount in each
* ProductionVariant. 1/numberOfInstances is sent as the value on each request, where
* numberOfInstances is the number of active instances for the ProductionVariant behind the
* endpoint at the time of the request.
*/
public void setInvocationsPerInstance(Integer invocationsPerInstance) {
this.invocationsPerInstance = invocationsPerInstance;
}
/**
*
* The number of invocations sent to a model, normalized by InstanceCount in each ProductionVariant.
* 1/numberOfInstances is sent as the value on each request, where numberOfInstances is
* the number of active instances for the ProductionVariant behind the endpoint at the time of the request.
*
*
* @return The number of invocations sent to a model, normalized by InstanceCount in each
* ProductionVariant. 1/numberOfInstances is sent as the value on each request, where
* numberOfInstances is the number of active instances for the ProductionVariant behind the
* endpoint at the time of the request.
*/
public Integer getInvocationsPerInstance() {
return this.invocationsPerInstance;
}
/**
*
* The number of invocations sent to a model, normalized by InstanceCount in each ProductionVariant.
* 1/numberOfInstances is sent as the value on each request, where numberOfInstances is
* the number of active instances for the ProductionVariant behind the endpoint at the time of the request.
*
*
* @param invocationsPerInstance
* The number of invocations sent to a model, normalized by InstanceCount in each
* ProductionVariant. 1/numberOfInstances is sent as the value on each request, where
* numberOfInstances is the number of active instances for the ProductionVariant behind the
* endpoint at the time of the request.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public ScalingPolicyMetric withInvocationsPerInstance(Integer invocationsPerInstance) {
setInvocationsPerInstance(invocationsPerInstance);
return this;
}
/**
*
* The interval of time taken by a model to respond as viewed from SageMaker. This interval includes the local
* communication times 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.
*
*
* @param modelLatency
* The interval of time taken by a model to respond as viewed from SageMaker. This interval includes the
* local communication times 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.
*/
public void setModelLatency(Integer modelLatency) {
this.modelLatency = modelLatency;
}
/**
*
* The interval of time taken by a model to respond as viewed from SageMaker. This interval includes the local
* communication times 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.
*
*
* @return The interval of time taken by a model to respond as viewed from SageMaker. This interval includes the
* local communication times 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.
*/
public Integer getModelLatency() {
return this.modelLatency;
}
/**
*
* The interval of time taken by a model to respond as viewed from SageMaker. This interval includes the local
* communication times 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.
*
*
* @param modelLatency
* The interval of time taken by a model to respond as viewed from SageMaker. This interval includes the
* local communication times 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.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public ScalingPolicyMetric withModelLatency(Integer modelLatency) {
setModelLatency(modelLatency);
return this;
}
/**
* 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.
*
* @return A string representation of this object.
*
* @see java.lang.Object#toString()
*/
@Override
public String toString() {
StringBuilder sb = new StringBuilder();
sb.append("{");
if (getInvocationsPerInstance() != null)
sb.append("InvocationsPerInstance: ").append(getInvocationsPerInstance()).append(",");
if (getModelLatency() != null)
sb.append("ModelLatency: ").append(getModelLatency());
sb.append("}");
return sb.toString();
}
@Override
public boolean equals(Object obj) {
if (this == obj)
return true;
if (obj == null)
return false;
if (obj instanceof ScalingPolicyMetric == false)
return false;
ScalingPolicyMetric other = (ScalingPolicyMetric) obj;
if (other.getInvocationsPerInstance() == null ^ this.getInvocationsPerInstance() == null)
return false;
if (other.getInvocationsPerInstance() != null && other.getInvocationsPerInstance().equals(this.getInvocationsPerInstance()) == false)
return false;
if (other.getModelLatency() == null ^ this.getModelLatency() == null)
return false;
if (other.getModelLatency() != null && other.getModelLatency().equals(this.getModelLatency()) == false)
return false;
return true;
}
@Override
public int hashCode() {
final int prime = 31;
int hashCode = 1;
hashCode = prime * hashCode + ((getInvocationsPerInstance() == null) ? 0 : getInvocationsPerInstance().hashCode());
hashCode = prime * hashCode + ((getModelLatency() == null) ? 0 : getModelLatency().hashCode());
return hashCode;
}
@Override
public ScalingPolicyMetric clone() {
try {
return (ScalingPolicyMetric) super.clone();
} catch (CloneNotSupportedException e) {
throw new IllegalStateException("Got a CloneNotSupportedException from Object.clone() " + "even though we're Cloneable!", e);
}
}
@com.amazonaws.annotation.SdkInternalApi
@Override
public void marshall(ProtocolMarshaller protocolMarshaller) {
com.amazonaws.services.sagemaker.model.transform.ScalingPolicyMetricMarshaller.getInstance().marshall(this, protocolMarshaller);
}
}