software.amazon.awssdk.services.glue.model.FillMissingValues Maven / Gradle / Ivy
/*
* 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.glue.model;
import java.io.Serializable;
import java.util.Arrays;
import java.util.Collection;
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.ListTrait;
import software.amazon.awssdk.core.traits.LocationTrait;
import software.amazon.awssdk.core.util.DefaultSdkAutoConstructList;
import software.amazon.awssdk.core.util.SdkAutoConstructList;
import software.amazon.awssdk.utils.ToString;
import software.amazon.awssdk.utils.builder.CopyableBuilder;
import software.amazon.awssdk.utils.builder.ToCopyableBuilder;
/**
*
* Specifies a transform that locates records in the dataset that have missing values and adds a new field with a value
* determined by imputation. The input data set is used to train the machine learning model that determines what the
* missing value should be.
*
*/
@Generated("software.amazon.awssdk:codegen")
public final class FillMissingValues implements SdkPojo, Serializable,
ToCopyableBuilder {
private static final SdkField NAME_FIELD = SdkField. builder(MarshallingType.STRING).memberName("Name")
.getter(getter(FillMissingValues::name)).setter(setter(Builder::name))
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("Name").build()).build();
private static final SdkField> INPUTS_FIELD = SdkField
.> builder(MarshallingType.LIST)
.memberName("Inputs")
.getter(getter(FillMissingValues::inputs))
.setter(setter(Builder::inputs))
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("Inputs").build(),
ListTrait
.builder()
.memberLocationName(null)
.memberFieldInfo(
SdkField. builder(MarshallingType.STRING)
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD)
.locationName("member").build()).build()).build()).build();
private static final SdkField IMPUTED_PATH_FIELD = SdkField. builder(MarshallingType.STRING)
.memberName("ImputedPath").getter(getter(FillMissingValues::imputedPath)).setter(setter(Builder::imputedPath))
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("ImputedPath").build()).build();
private static final SdkField FILLED_PATH_FIELD = SdkField. builder(MarshallingType.STRING)
.memberName("FilledPath").getter(getter(FillMissingValues::filledPath)).setter(setter(Builder::filledPath))
.traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("FilledPath").build()).build();
private static final List> SDK_FIELDS = Collections.unmodifiableList(Arrays.asList(NAME_FIELD, INPUTS_FIELD,
IMPUTED_PATH_FIELD, FILLED_PATH_FIELD));
private static final long serialVersionUID = 1L;
private final String name;
private final List inputs;
private final String imputedPath;
private final String filledPath;
private FillMissingValues(BuilderImpl builder) {
this.name = builder.name;
this.inputs = builder.inputs;
this.imputedPath = builder.imputedPath;
this.filledPath = builder.filledPath;
}
/**
*
* The name of the transform node.
*
*
* @return The name of the transform node.
*/
public final String name() {
return name;
}
/**
* For responses, this returns true if the service returned a value for the Inputs property. This DOES NOT check
* that the value is non-empty (for which, you should check the {@code isEmpty()} method on the property). This is
* useful because the SDK will never return a null collection or map, but you may need to differentiate between the
* service returning nothing (or null) and the service returning an empty collection or map. For requests, this
* returns true if a value for the property was specified in the request builder, and false if a value was not
* specified.
*/
public final boolean hasInputs() {
return inputs != null && !(inputs instanceof SdkAutoConstructList);
}
/**
*
* The data inputs identified by their node names.
*
*
* Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
*
*
* This method will never return null. If you would like to know whether the service returned this field (so that
* you can differentiate between null and empty), you can use the {@link #hasInputs} method.
*
*
* @return The data inputs identified by their node names.
*/
public final List inputs() {
return inputs;
}
/**
*
* A JSON path to a variable in the data structure for the dataset that is imputed.
*
*
* @return A JSON path to a variable in the data structure for the dataset that is imputed.
*/
public final String imputedPath() {
return imputedPath;
}
/**
*
* A JSON path to a variable in the data structure for the dataset that is filled.
*
*
* @return A JSON path to a variable in the data structure for the dataset that is filled.
*/
public final String filledPath() {
return filledPath;
}
@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(name());
hashCode = 31 * hashCode + Objects.hashCode(hasInputs() ? inputs() : null);
hashCode = 31 * hashCode + Objects.hashCode(imputedPath());
hashCode = 31 * hashCode + Objects.hashCode(filledPath());
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 FillMissingValues)) {
return false;
}
FillMissingValues other = (FillMissingValues) obj;
return Objects.equals(name(), other.name()) && hasInputs() == other.hasInputs()
&& Objects.equals(inputs(), other.inputs()) && Objects.equals(imputedPath(), other.imputedPath())
&& Objects.equals(filledPath(), other.filledPath());
}
/**
* 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("FillMissingValues").add("Name", name()).add("Inputs", hasInputs() ? inputs() : null)
.add("ImputedPath", imputedPath()).add("FilledPath", filledPath()).build();
}
public final Optional getValueForField(String fieldName, Class clazz) {
switch (fieldName) {
case "Name":
return Optional.ofNullable(clazz.cast(name()));
case "Inputs":
return Optional.ofNullable(clazz.cast(inputs()));
case "ImputedPath":
return Optional.ofNullable(clazz.cast(imputedPath()));
case "FilledPath":
return Optional.ofNullable(clazz.cast(filledPath()));
default:
return Optional.empty();
}
}
@Override
public final List> sdkFields() {
return SDK_FIELDS;
}
private static Function getter(Function g) {
return obj -> g.apply((FillMissingValues) 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 transform node.
*
*
* @param name
* The name of the transform node.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder name(String name);
/**
*
* The data inputs identified by their node names.
*
*
* @param inputs
* The data inputs identified by their node names.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder inputs(Collection inputs);
/**
*
* The data inputs identified by their node names.
*
*
* @param inputs
* The data inputs identified by their node names.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder inputs(String... inputs);
/**
*
* A JSON path to a variable in the data structure for the dataset that is imputed.
*
*
* @param imputedPath
* A JSON path to a variable in the data structure for the dataset that is imputed.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder imputedPath(String imputedPath);
/**
*
* A JSON path to a variable in the data structure for the dataset that is filled.
*
*
* @param filledPath
* A JSON path to a variable in the data structure for the dataset that is filled.
* @return Returns a reference to this object so that method calls can be chained together.
*/
Builder filledPath(String filledPath);
}
static final class BuilderImpl implements Builder {
private String name;
private List inputs = DefaultSdkAutoConstructList.getInstance();
private String imputedPath;
private String filledPath;
private BuilderImpl() {
}
private BuilderImpl(FillMissingValues model) {
name(model.name);
inputs(model.inputs);
imputedPath(model.imputedPath);
filledPath(model.filledPath);
}
public final String getName() {
return name;
}
public final void setName(String name) {
this.name = name;
}
@Override
public final Builder name(String name) {
this.name = name;
return this;
}
public final Collection getInputs() {
if (inputs instanceof SdkAutoConstructList) {
return null;
}
return inputs;
}
public final void setInputs(Collection inputs) {
this.inputs = OneInputCopier.copy(inputs);
}
@Override
public final Builder inputs(Collection inputs) {
this.inputs = OneInputCopier.copy(inputs);
return this;
}
@Override
@SafeVarargs
public final Builder inputs(String... inputs) {
inputs(Arrays.asList(inputs));
return this;
}
public final String getImputedPath() {
return imputedPath;
}
public final void setImputedPath(String imputedPath) {
this.imputedPath = imputedPath;
}
@Override
public final Builder imputedPath(String imputedPath) {
this.imputedPath = imputedPath;
return this;
}
public final String getFilledPath() {
return filledPath;
}
public final void setFilledPath(String filledPath) {
this.filledPath = filledPath;
}
@Override
public final Builder filledPath(String filledPath) {
this.filledPath = filledPath;
return this;
}
@Override
public FillMissingValues build() {
return new FillMissingValues(this);
}
@Override
public List> sdkFields() {
return SDK_FIELDS;
}
}
}
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