com.feedzai.fos.api.Attribute Maven / Gradle / Ivy
/*
* $#
* FOS API
*
* Copyright (C) 2013 Feedzai SA
*
* This software is licensed under the Apache License, Version 2.0 (the "Apache License") or the GNU
* Lesser General Public License version 3 (the "GPL License"). You may choose either license to govern
* your use of this software only upon the condition that you accept all of the terms of either the Apache
* License or the LGPL License.
*
* You may obtain a copy of the Apache License and the LGPL License at:
*
* http://www.apache.org/licenses/LICENSE-2.0.txt
* http://www.gnu.org/licenses/lgpl-3.0.txt
*
* Unless required by applicable law or agreed to in writing, software distributed under the Apache License
* or the LGPL License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,
* either express or implied. See the Apache License and the LGPL License for the specific language governing
* permissions and limitations under the Apache License and the LGPL License.
* #$
*/
package com.feedzai.fos.api;
import com.fasterxml.jackson.annotation.JsonIgnore;
import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
import com.fasterxml.jackson.annotation.JsonIgnoreType;
import com.fasterxml.jackson.annotation.JsonTypeInfo;
import com.feedzai.fos.common.validation.NotNull;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.Serializable;
import static org.apache.commons.lang3.Validate.notBlank;
/**
* Represents a field (e.g. feature) that an instance of the model must have.
*
* @author Marco Jorge ([email protected])
*/
@JsonTypeInfo(use = JsonTypeInfo.Id.MINIMAL_CLASS, include = JsonTypeInfo.As.PROPERTY, property = "@type")
public abstract class Attribute implements Serializable {
protected static final Logger logger = LoggerFactory.getLogger(Attribute.class);
/**
* The internal representation of a missing value.
*/
@JsonIgnore
public static final double MISSING_VALUE = Double.NaN;
/**
* The external representation of a missing value.
*/
@JsonIgnore
public static final String MISSING_VALUE_STR = "?";
String name;
protected Attribute(String name) {
notBlank(name, "The name of the field cannot be blank");
this.name = name;
}
/**
* Gets the name of this field.
*
* @return the name
*/
public String getName() {
return name;
}
/**
* Parses the provided value for the current Attribute configuration.
*
* @param original The original value of the field.
* @return The value in the correct representation for the classifier.
* @throws FOSException If the value could not be parsed with the current Attribute properties.
*/
protected abstract double parse(Object original) throws FOSException;
/**
* Parses the provided value for the current Attribute configuration.
*
* @param original The original value of the field.
* @return The value in the correct representation for the classifier or missing value.
*/
public double parseOrMissing(@NotNull Object original) {
try {
if (original.equals(MISSING_VALUE_STR)) {
return MISSING_VALUE;
}
return this.parse(original);
} catch (FOSException e) {
logger.warn("Failed to parse {} using missing value instead", original);
return MISSING_VALUE;
}
}
@Override
public boolean equals(Object o) {
if (this == o) return true;
if (o == null || getClass() != o.getClass()) return false;
Attribute attribute = (Attribute) o;
if (name != null ? !name.equals(attribute.name) : attribute.name != null) return false;
return true;
}
@Override
public int hashCode() {
return name != null ? name.hashCode() : 0;
}
}
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