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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;
/**
*
* Data quality constraints and statistics for a model.
*
*/
@Generated("software.amazon.awssdk:codegen")
public final class ModelDataQuality implements SdkPojo, Serializable,
ToCopyableBuilder {
private static final SdkField STATISTICS_FIELD = SdkField. builder(MarshallingType.SDK_POJO)
.memberName("Statistics").getter(getter(ModelDataQuality::statistics)).setter(setter(Builder::statistics))
.constructor(MetricsSource::builder)
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("Statistics").build()).build();
private static final SdkField CONSTRAINTS_FIELD = SdkField. builder(MarshallingType.SDK_POJO)
.memberName("Constraints").getter(getter(ModelDataQuality::constraints)).setter(setter(Builder::constraints))
.constructor(MetricsSource::builder)
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("Constraints").build()).build();
private static final List> SDK_FIELDS = Collections.unmodifiableList(Arrays.asList(STATISTICS_FIELD,
CONSTRAINTS_FIELD));
private static final long serialVersionUID = 1L;
private final MetricsSource statistics;
private final MetricsSource constraints;
private ModelDataQuality(BuilderImpl builder) {
this.statistics = builder.statistics;
this.constraints = builder.constraints;
}
/**
*
* Data quality statistics for a model.
*
*
* @return Data quality statistics for a model.
*/
public final MetricsSource statistics() {
return statistics;
}
/**
*
* Data quality constraints for a model.
*
*
* @return Data quality constraints for a model.
*/
public final MetricsSource constraints() {
return constraints;
}
@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(statistics());
hashCode = 31 * hashCode + Objects.hashCode(constraints());
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 ModelDataQuality)) {
return false;
}
ModelDataQuality other = (ModelDataQuality) obj;
return Objects.equals(statistics(), other.statistics()) && Objects.equals(constraints(), other.constraints());
}
/**
* 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("ModelDataQuality").add("Statistics", statistics()).add("Constraints", constraints()).build();
}
public final Optional getValueForField(String fieldName, Class clazz) {
switch (fieldName) {
case "Statistics":
return Optional.ofNullable(clazz.cast(statistics()));
case "Constraints":
return Optional.ofNullable(clazz.cast(constraints()));
default:
return Optional.empty();
}
}
@Override
public final List> sdkFields() {
return SDK_FIELDS;
}
private static Function getter(Function g) {
return obj -> g.apply((ModelDataQuality) obj);
}
private static BiConsumer setter(BiConsumer s) {
return (obj, val) -> s.accept((Builder) obj, val);
}
public interface Builder extends SdkPojo, CopyableBuilder {
/**
*
* Data quality statistics for a model.
*
*
* @param statistics
* Data quality statistics for a model.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder statistics(MetricsSource statistics);
/**
*
* Data quality statistics for a model.
*
* This is a convenience that creates an instance of the {@link MetricsSource.Builder} avoiding the need to
* create one manually via {@link MetricsSource#builder()}.
*
* When the {@link Consumer} completes, {@link MetricsSource.Builder#build()} is called immediately and its
* result is passed to {@link #statistics(MetricsSource)}.
*
* @param statistics
* a consumer that will call methods on {@link MetricsSource.Builder}
* @return Returns a reference to this object so that method calls can be chained together.
* @see #statistics(MetricsSource)
*/
default Builder statistics(Consumer statistics) {
return statistics(MetricsSource.builder().applyMutation(statistics).build());
}
/**
*
* Data quality constraints for a model.
*
*
* @param constraints
* Data quality constraints for a model.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder constraints(MetricsSource constraints);
/**
*
* Data quality constraints for a model.
*
* This is a convenience that creates an instance of the {@link MetricsSource.Builder} avoiding the need to
* create one manually via {@link MetricsSource#builder()}.
*
* When the {@link Consumer} completes, {@link MetricsSource.Builder#build()} is called immediately and its
* result is passed to {@link #constraints(MetricsSource)}.
*
* @param constraints
* a consumer that will call methods on {@link MetricsSource.Builder}
* @return Returns a reference to this object so that method calls can be chained together.
* @see #constraints(MetricsSource)
*/
default Builder constraints(Consumer constraints) {
return constraints(MetricsSource.builder().applyMutation(constraints).build());
}
}
static final class BuilderImpl implements Builder {
private MetricsSource statistics;
private MetricsSource constraints;
private BuilderImpl() {
}
private BuilderImpl(ModelDataQuality model) {
statistics(model.statistics);
constraints(model.constraints);
}
public final MetricsSource.Builder getStatistics() {
return statistics != null ? statistics.toBuilder() : null;
}
public final void setStatistics(MetricsSource.BuilderImpl statistics) {
this.statistics = statistics != null ? statistics.build() : null;
}
@Override
@Transient
public final Builder statistics(MetricsSource statistics) {
this.statistics = statistics;
return this;
}
public final MetricsSource.Builder getConstraints() {
return constraints != null ? constraints.toBuilder() : null;
}
public final void setConstraints(MetricsSource.BuilderImpl constraints) {
this.constraints = constraints != null ? constraints.build() : null;
}
@Override
@Transient
public final Builder constraints(MetricsSource constraints) {
this.constraints = constraints;
return this;
}
@Override
public ModelDataQuality build() {
return new ModelDataQuality(this);
}
@Override
public List> sdkFields() {
return SDK_FIELDS;
}
}
}
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