software.amazon.awssdk.services.sagemaker.model.DataQualityBaselineConfig Maven / Gradle / Ivy
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The AWS Java SDK for Amazon SageMaker module holds the client classes that are used for communicating
with Amazon SageMaker Service
/*
* Copyright 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 software.amazon.awssdk.services.sagemaker.model;
import java.beans.Transient;
import java.io.Serializable;
import java.util.Arrays;
import java.util.Collections;
import java.util.List;
import java.util.Objects;
import java.util.Optional;
import java.util.function.BiConsumer;
import java.util.function.Consumer;
import java.util.function.Function;
import software.amazon.awssdk.annotations.Generated;
import software.amazon.awssdk.core.SdkField;
import software.amazon.awssdk.core.SdkPojo;
import software.amazon.awssdk.core.protocol.MarshallLocation;
import software.amazon.awssdk.core.protocol.MarshallingType;
import software.amazon.awssdk.core.traits.LocationTrait;
import software.amazon.awssdk.utils.ToString;
import software.amazon.awssdk.utils.builder.CopyableBuilder;
import software.amazon.awssdk.utils.builder.ToCopyableBuilder;
/**
*
* Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the
* results of the current job from the series of jobs scheduled to collect data periodically.
*
*/
@Generated("software.amazon.awssdk:codegen")
public final class DataQualityBaselineConfig implements SdkPojo, Serializable,
ToCopyableBuilder {
private static final SdkField BASELINING_JOB_NAME_FIELD = SdkField. builder(MarshallingType.STRING)
.memberName("BaseliningJobName").getter(getter(DataQualityBaselineConfig::baseliningJobName))
.setter(setter(Builder::baseliningJobName))
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("BaseliningJobName").build()).build();
private static final SdkField CONSTRAINTS_RESOURCE_FIELD = SdkField
. builder(MarshallingType.SDK_POJO).memberName("ConstraintsResource")
.getter(getter(DataQualityBaselineConfig::constraintsResource)).setter(setter(Builder::constraintsResource))
.constructor(MonitoringConstraintsResource::builder)
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("ConstraintsResource").build())
.build();
private static final SdkField STATISTICS_RESOURCE_FIELD = SdkField
. builder(MarshallingType.SDK_POJO).memberName("StatisticsResource")
.getter(getter(DataQualityBaselineConfig::statisticsResource)).setter(setter(Builder::statisticsResource))
.constructor(MonitoringStatisticsResource::builder)
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("StatisticsResource").build())
.build();
private static final List> SDK_FIELDS = Collections.unmodifiableList(Arrays.asList(BASELINING_JOB_NAME_FIELD,
CONSTRAINTS_RESOURCE_FIELD, STATISTICS_RESOURCE_FIELD));
private static final long serialVersionUID = 1L;
private final String baseliningJobName;
private final MonitoringConstraintsResource constraintsResource;
private final MonitoringStatisticsResource statisticsResource;
private DataQualityBaselineConfig(BuilderImpl builder) {
this.baseliningJobName = builder.baseliningJobName;
this.constraintsResource = builder.constraintsResource;
this.statisticsResource = builder.statisticsResource;
}
/**
*
* The name of the job that performs baselining for the data quality monitoring job.
*
*
* @return The name of the job that performs baselining for the data quality monitoring job.
*/
public final String baseliningJobName() {
return baseliningJobName;
}
/**
* Returns the value of the ConstraintsResource property for this object.
*
* @return The value of the ConstraintsResource property for this object.
*/
public final MonitoringConstraintsResource constraintsResource() {
return constraintsResource;
}
/**
* Returns the value of the StatisticsResource property for this object.
*
* @return The value of the StatisticsResource property for this object.
*/
public final MonitoringStatisticsResource statisticsResource() {
return statisticsResource;
}
@Override
public Builder toBuilder() {
return new BuilderImpl(this);
}
public static Builder builder() {
return new BuilderImpl();
}
public static Class serializableBuilderClass() {
return BuilderImpl.class;
}
@Override
public final int hashCode() {
int hashCode = 1;
hashCode = 31 * hashCode + Objects.hashCode(baseliningJobName());
hashCode = 31 * hashCode + Objects.hashCode(constraintsResource());
hashCode = 31 * hashCode + Objects.hashCode(statisticsResource());
return hashCode;
}
@Override
public final boolean equals(Object obj) {
return equalsBySdkFields(obj);
}
@Override
public final boolean equalsBySdkFields(Object obj) {
if (this == obj) {
return true;
}
if (obj == null) {
return false;
}
if (!(obj instanceof DataQualityBaselineConfig)) {
return false;
}
DataQualityBaselineConfig other = (DataQualityBaselineConfig) obj;
return Objects.equals(baseliningJobName(), other.baseliningJobName())
&& Objects.equals(constraintsResource(), other.constraintsResource())
&& Objects.equals(statisticsResource(), other.statisticsResource());
}
/**
* 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.
*/
@Override
public final String toString() {
return ToString.builder("DataQualityBaselineConfig").add("BaseliningJobName", baseliningJobName())
.add("ConstraintsResource", constraintsResource()).add("StatisticsResource", statisticsResource()).build();
}
public final Optional getValueForField(String fieldName, Class clazz) {
switch (fieldName) {
case "BaseliningJobName":
return Optional.ofNullable(clazz.cast(baseliningJobName()));
case "ConstraintsResource":
return Optional.ofNullable(clazz.cast(constraintsResource()));
case "StatisticsResource":
return Optional.ofNullable(clazz.cast(statisticsResource()));
default:
return Optional.empty();
}
}
@Override
public final List> sdkFields() {
return SDK_FIELDS;
}
private static Function getter(Function g) {
return obj -> g.apply((DataQualityBaselineConfig) obj);
}
private static BiConsumer setter(BiConsumer s) {
return (obj, val) -> s.accept((Builder) obj, val);
}
public interface Builder extends SdkPojo, CopyableBuilder {
/**
*
* The name of the job that performs baselining for the data quality monitoring job.
*
*
* @param baseliningJobName
* The name of the job that performs baselining for the data quality monitoring job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder baseliningJobName(String baseliningJobName);
/**
* Sets the value of the ConstraintsResource property for this object.
*
* @param constraintsResource
* The new value for the ConstraintsResource property for this object.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder constraintsResource(MonitoringConstraintsResource constraintsResource);
/**
* Sets the value of the ConstraintsResource property for this object.
*
* This is a convenience that creates an instance of the {@link MonitoringConstraintsResource.Builder} avoiding
* the need to create one manually via {@link MonitoringConstraintsResource#builder()}.
*
* When the {@link Consumer} completes, {@link MonitoringConstraintsResource.Builder#build()} is called
* immediately and its result is passed to {@link #constraintsResource(MonitoringConstraintsResource)}.
*
* @param constraintsResource
* a consumer that will call methods on {@link MonitoringConstraintsResource.Builder}
* @return Returns a reference to this object so that method calls can be chained together.
* @see #constraintsResource(MonitoringConstraintsResource)
*/
default Builder constraintsResource(Consumer constraintsResource) {
return constraintsResource(MonitoringConstraintsResource.builder().applyMutation(constraintsResource).build());
}
/**
* Sets the value of the StatisticsResource property for this object.
*
* @param statisticsResource
* The new value for the StatisticsResource property for this object.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder statisticsResource(MonitoringStatisticsResource statisticsResource);
/**
* Sets the value of the StatisticsResource property for this object.
*
* This is a convenience that creates an instance of the {@link MonitoringStatisticsResource.Builder} avoiding
* the need to create one manually via {@link MonitoringStatisticsResource#builder()}.
*
* When the {@link Consumer} completes, {@link MonitoringStatisticsResource.Builder#build()} is called
* immediately and its result is passed to {@link #statisticsResource(MonitoringStatisticsResource)}.
*
* @param statisticsResource
* a consumer that will call methods on {@link MonitoringStatisticsResource.Builder}
* @return Returns a reference to this object so that method calls can be chained together.
* @see #statisticsResource(MonitoringStatisticsResource)
*/
default Builder statisticsResource(Consumer statisticsResource) {
return statisticsResource(MonitoringStatisticsResource.builder().applyMutation(statisticsResource).build());
}
}
static final class BuilderImpl implements Builder {
private String baseliningJobName;
private MonitoringConstraintsResource constraintsResource;
private MonitoringStatisticsResource statisticsResource;
private BuilderImpl() {
}
private BuilderImpl(DataQualityBaselineConfig model) {
baseliningJobName(model.baseliningJobName);
constraintsResource(model.constraintsResource);
statisticsResource(model.statisticsResource);
}
public final String getBaseliningJobName() {
return baseliningJobName;
}
public final void setBaseliningJobName(String baseliningJobName) {
this.baseliningJobName = baseliningJobName;
}
@Override
@Transient
public final Builder baseliningJobName(String baseliningJobName) {
this.baseliningJobName = baseliningJobName;
return this;
}
public final MonitoringConstraintsResource.Builder getConstraintsResource() {
return constraintsResource != null ? constraintsResource.toBuilder() : null;
}
public final void setConstraintsResource(MonitoringConstraintsResource.BuilderImpl constraintsResource) {
this.constraintsResource = constraintsResource != null ? constraintsResource.build() : null;
}
@Override
@Transient
public final Builder constraintsResource(MonitoringConstraintsResource constraintsResource) {
this.constraintsResource = constraintsResource;
return this;
}
public final MonitoringStatisticsResource.Builder getStatisticsResource() {
return statisticsResource != null ? statisticsResource.toBuilder() : null;
}
public final void setStatisticsResource(MonitoringStatisticsResource.BuilderImpl statisticsResource) {
this.statisticsResource = statisticsResource != null ? statisticsResource.build() : null;
}
@Override
@Transient
public final Builder statisticsResource(MonitoringStatisticsResource statisticsResource) {
this.statisticsResource = statisticsResource;
return this;
}
@Override
public DataQualityBaselineConfig build() {
return new DataQualityBaselineConfig(this);
}
@Override
public List> sdkFields() {
return SDK_FIELDS;
}
}
}
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