software.amazon.awssdk.services.lookoutvision.model.ModelPerformance Maven / Gradle / Ivy
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The AWS Java SDK for Lookout Vision module holds the client classes that are used for
communicating with Lookout Vision.
/*
* 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.lookoutvision.model;
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.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;
/**
*
* Information about the evaluation performance of a trained model.
*
*/
@Generated("software.amazon.awssdk:codegen")
public final class ModelPerformance implements SdkPojo, Serializable,
ToCopyableBuilder {
private static final SdkField F1_SCORE_FIELD = SdkField. builder(MarshallingType.FLOAT).memberName("F1Score")
.getter(getter(ModelPerformance::f1Score)).setter(setter(Builder::f1Score))
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("F1Score").build()).build();
private static final SdkField RECALL_FIELD = SdkField. builder(MarshallingType.FLOAT).memberName("Recall")
.getter(getter(ModelPerformance::recall)).setter(setter(Builder::recall))
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("Recall").build()).build();
private static final SdkField PRECISION_FIELD = SdkField. builder(MarshallingType.FLOAT)
.memberName("Precision").getter(getter(ModelPerformance::precision)).setter(setter(Builder::precision))
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("Precision").build()).build();
private static final List> SDK_FIELDS = Collections.unmodifiableList(Arrays.asList(F1_SCORE_FIELD, RECALL_FIELD,
PRECISION_FIELD));
private static final long serialVersionUID = 1L;
private final Float f1Score;
private final Float recall;
private final Float precision;
private ModelPerformance(BuilderImpl builder) {
this.f1Score = builder.f1Score;
this.recall = builder.recall;
this.precision = builder.precision;
}
/**
*
* The overall F1 score metric for the trained model.
*
*
* @return The overall F1 score metric for the trained model.
*/
public final Float f1Score() {
return f1Score;
}
/**
*
* The overall recall metric value for the trained model.
*
*
* @return The overall recall metric value for the trained model.
*/
public final Float recall() {
return recall;
}
/**
*
* The overall precision metric value for the trained model.
*
*
* @return The overall precision metric value for the trained model.
*/
public final Float precision() {
return precision;
}
@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(f1Score());
hashCode = 31 * hashCode + Objects.hashCode(recall());
hashCode = 31 * hashCode + Objects.hashCode(precision());
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 ModelPerformance)) {
return false;
}
ModelPerformance other = (ModelPerformance) obj;
return Objects.equals(f1Score(), other.f1Score()) && Objects.equals(recall(), other.recall())
&& Objects.equals(precision(), other.precision());
}
/**
* 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("ModelPerformance").add("F1Score", f1Score()).add("Recall", recall())
.add("Precision", precision()).build();
}
public final Optional getValueForField(String fieldName, Class clazz) {
switch (fieldName) {
case "F1Score":
return Optional.ofNullable(clazz.cast(f1Score()));
case "Recall":
return Optional.ofNullable(clazz.cast(recall()));
case "Precision":
return Optional.ofNullable(clazz.cast(precision()));
default:
return Optional.empty();
}
}
@Override
public final List> sdkFields() {
return SDK_FIELDS;
}
private static Function getter(Function g) {
return obj -> g.apply((ModelPerformance) obj);
}
private static BiConsumer setter(BiConsumer s) {
return (obj, val) -> s.accept((Builder) obj, val);
}
public interface Builder extends SdkPojo, CopyableBuilder {
/**
*
* The overall F1 score metric for the trained model.
*
*
* @param f1Score
* The overall F1 score metric for the trained model.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder f1Score(Float f1Score);
/**
*
* The overall recall metric value for the trained model.
*
*
* @param recall
* The overall recall metric value for the trained model.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder recall(Float recall);
/**
*
* The overall precision metric value for the trained model.
*
*
* @param precision
* The overall precision metric value for the trained model.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder precision(Float precision);
}
static final class BuilderImpl implements Builder {
private Float f1Score;
private Float recall;
private Float precision;
private BuilderImpl() {
}
private BuilderImpl(ModelPerformance model) {
f1Score(model.f1Score);
recall(model.recall);
precision(model.precision);
}
public final Float getF1Score() {
return f1Score;
}
public final void setF1Score(Float f1Score) {
this.f1Score = f1Score;
}
@Override
public final Builder f1Score(Float f1Score) {
this.f1Score = f1Score;
return this;
}
public final Float getRecall() {
return recall;
}
public final void setRecall(Float recall) {
this.recall = recall;
}
@Override
public final Builder recall(Float recall) {
this.recall = recall;
return this;
}
public final Float getPrecision() {
return precision;
}
public final void setPrecision(Float precision) {
this.precision = precision;
}
@Override
public final Builder precision(Float precision) {
this.precision = precision;
return this;
}
@Override
public ModelPerformance build() {
return new ModelPerformance(this);
}
@Override
public List> sdkFields() {
return SDK_FIELDS;
}
}
}
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