/* * 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.glue.model; import java.io.Serializable; import javax.annotation.Generated; import com.amazonaws.protocol.StructuredPojo; import com.amazonaws.protocol.ProtocolMarshaller; /** *

* 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. *

* * @see AWS API * Documentation */ @Generated("com.amazonaws:aws-java-sdk-code-generator") public class FillMissingValues implements Serializable, Cloneable, StructuredPojo { /** *

* The name of the transform node. *

*/ private String name; /** *

* The data inputs identified by their node names. *

*/ private java.util.List inputs; /** *

* A JSON path to a variable in the data structure for the dataset that is imputed. *

*/ private String imputedPath; /** *

* A JSON path to a variable in the data structure for the dataset that is filled. *

*/ private String filledPath; /** *

* The name of the transform node. *

* * @param name * The name of the transform node. */ public void setName(String name) { this.name = name; } /** *

* The name of the transform node. *

* * @return The name of the transform node. */ public String getName() { return this.name; } /** *

* 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. */ public FillMissingValues withName(String name) { setName(name); return this; } /** *

* The data inputs identified by their node names. *

* * @return The data inputs identified by their node names. */ public java.util.List getInputs() { return inputs; } /** *

* The data inputs identified by their node names. *

* * @param inputs * The data inputs identified by their node names. */ public void setInputs(java.util.Collection inputs) { if (inputs == null) { this.inputs = null; return; } this.inputs = new java.util.ArrayList(inputs); } /** *

* The data inputs identified by their node names. *

*

* NOTE: This method appends the values to the existing list (if any). Use * {@link #setInputs(java.util.Collection)} or {@link #withInputs(java.util.Collection)} if you want to override the * existing values. *

* * @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. */ public FillMissingValues withInputs(String... inputs) { if (this.inputs == null) { setInputs(new java.util.ArrayList(inputs.length)); } for (String ele : inputs) { this.inputs.add(ele); } return this; } /** *

* 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. */ public FillMissingValues withInputs(java.util.Collection inputs) { setInputs(inputs); return this; } /** *

* 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. */ public void setImputedPath(String imputedPath) { this.imputedPath = imputedPath; } /** *

* 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 String getImputedPath() { return this.imputedPath; } /** *

* 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. */ public FillMissingValues withImputedPath(String imputedPath) { setImputedPath(imputedPath); return this; } /** *

* 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. */ public void setFilledPath(String filledPath) { this.filledPath = filledPath; } /** *

* 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 String getFilledPath() { return this.filledPath; } /** *

* 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. */ public FillMissingValues withFilledPath(String filledPath) { setFilledPath(filledPath); 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 (getName() != null) sb.append("Name: ").append(getName()).append(","); if (getInputs() != null) sb.append("Inputs: ").append(getInputs()).append(","); if (getImputedPath() != null) sb.append("ImputedPath: ").append(getImputedPath()).append(","); if (getFilledPath() != null) sb.append("FilledPath: ").append(getFilledPath()); sb.append("}"); return sb.toString(); } @Override public boolean equals(Object obj) { if (this == obj) return true; if (obj == null) return false; if (obj instanceof FillMissingValues == false) return false; FillMissingValues other = (FillMissingValues) obj; if (other.getName() == null ^ this.getName() == null) return false; if (other.getName() != null && other.getName().equals(this.getName()) == false) return false; if (other.getInputs() == null ^ this.getInputs() == null) return false; if (other.getInputs() != null && other.getInputs().equals(this.getInputs()) == false) return false; if (other.getImputedPath() == null ^ this.getImputedPath() == null) return false; if (other.getImputedPath() != null && other.getImputedPath().equals(this.getImputedPath()) == false) return false; if (other.getFilledPath() == null ^ this.getFilledPath() == null) return false; if (other.getFilledPath() != null && other.getFilledPath().equals(this.getFilledPath()) == false) return false; return true; } @Override public int hashCode() { final int prime = 31; int hashCode = 1; hashCode = prime * hashCode + ((getName() == null) ? 0 : getName().hashCode()); hashCode = prime * hashCode + ((getInputs() == null) ? 0 : getInputs().hashCode()); hashCode = prime * hashCode + ((getImputedPath() == null) ? 0 : getImputedPath().hashCode()); hashCode = prime * hashCode + ((getFilledPath() == null) ? 0 : getFilledPath().hashCode()); return hashCode; } @Override public FillMissingValues clone() { try { return (FillMissingValues) 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.glue.model.transform.FillMissingValuesMarshaller.getInstance().marshall(this, protocolMarshaller); } }