/* * Copyright 2018-2023 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; /** *
* Specifies additional configuration for hosting multi-model endpoints. *
* * @see AWS API * Documentation */ @Generated("com.amazonaws:aws-java-sdk-code-generator") public class MultiModelConfig implements Serializable, Cloneable, StructuredPojo { /** *
* Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a
* model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model
* caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the
* endpoint might perform better if you disable model caching. To disable model caching, set the value of this
* parameter to Disabled
.
*
* Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a
* model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model
* caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the
* endpoint might perform better if you disable model caching. To disable model caching, set the value of this
* parameter to Disabled
.
*
Disabled
.
* @see ModelCacheSetting
*/
public void setModelCacheSetting(String modelCacheSetting) {
this.modelCacheSetting = modelCacheSetting;
}
/**
*
* Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a
* model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model
* caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the
* endpoint might perform better if you disable model caching. To disable model caching, set the value of this
* parameter to Disabled
.
*
Disabled
.
* @see ModelCacheSetting
*/
public String getModelCacheSetting() {
return this.modelCacheSetting;
}
/**
*
* Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a
* model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model
* caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the
* endpoint might perform better if you disable model caching. To disable model caching, set the value of this
* parameter to Disabled
.
*
Disabled
.
* @return Returns a reference to this object so that method calls can be chained together.
* @see ModelCacheSetting
*/
public MultiModelConfig withModelCacheSetting(String modelCacheSetting) {
setModelCacheSetting(modelCacheSetting);
return this;
}
/**
*
* Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a
* model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model
* caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the
* endpoint might perform better if you disable model caching. To disable model caching, set the value of this
* parameter to Disabled
.
*
Disabled
.
* @return Returns a reference to this object so that method calls can be chained together.
* @see ModelCacheSetting
*/
public MultiModelConfig withModelCacheSetting(ModelCacheSetting modelCacheSetting) {
this.modelCacheSetting = modelCacheSetting.toString();
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 (getModelCacheSetting() != null)
sb.append("ModelCacheSetting: ").append(getModelCacheSetting());
sb.append("}");
return sb.toString();
}
@Override
public boolean equals(Object obj) {
if (this == obj)
return true;
if (obj == null)
return false;
if (obj instanceof MultiModelConfig == false)
return false;
MultiModelConfig other = (MultiModelConfig) obj;
if (other.getModelCacheSetting() == null ^ this.getModelCacheSetting() == null)
return false;
if (other.getModelCacheSetting() != null && other.getModelCacheSetting().equals(this.getModelCacheSetting()) == false)
return false;
return true;
}
@Override
public int hashCode() {
final int prime = 31;
int hashCode = 1;
hashCode = prime * hashCode + ((getModelCacheSetting() == null) ? 0 : getModelCacheSetting().hashCode());
return hashCode;
}
@Override
public MultiModelConfig clone() {
try {
return (MultiModelConfig) 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.MultiModelConfigMarshaller.getInstance().marshall(this, protocolMarshaller);
}
}