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/*
 * $#
 * FOS API
 *  
 * Copyright (C) 2013 Feedzai SA
 *  
 * This software is licensed under the Apache License, Version 2.0 (the "Apache License") or the GNU
 * Lesser General Public License version 3 (the "GPL License"). You may choose either license to govern
 * your use of this software only upon the condition that you accept all of the terms of either the Apache
 * License or the LGPL License.
 * 
 * You may obtain a copy of the Apache License and the LGPL License at:
 * 
 * http://www.apache.org/licenses/LICENSE-2.0.txt
 * http://www.gnu.org/licenses/lgpl-3.0.txt
 * 
 * Unless required by applicable law or agreed to in writing, software distributed under the Apache License
 * or the LGPL License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,
 * either express or implied. See the Apache License and the LGPL License for the specific language governing
 * permissions and limitations under the Apache License and the LGPL License.
 * #$
 */
package com.feedzai.fos.api;

import com.fasterxml.jackson.annotation.JsonCreator;
import com.fasterxml.jackson.annotation.JsonIgnore;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.feedzai.fos.common.validation.NotBlank;
import com.google.common.base.Joiner;
import com.google.common.base.Objects;
import com.google.common.collect.ImmutableList;

import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.List;

import static com.google.common.base.Objects.toStringHelper;
import static com.google.common.base.Preconditions.checkArgument;


/**
 * A CategoricalAttribute will be mapped into the underlying implementation categorical type.
 * It holds a list of all possible categorical values and the ability to replace a unknown categorical value
 * by a default value.
 */
public final class CategoricalAttribute extends Attribute {
    private List categoricalInstances;

    /**
     * Creates a new categorical with the given name, type and categoricalInstances.
     * 

The categoricalInstances is the set of possible values that the field can take. * * @param name the name of the field * @param pcategoricalInstances for type=nominal, defines the possibles values of the field */ @JsonCreator public CategoricalAttribute(@NotBlank @JsonProperty("name") String name, @JsonProperty("categoricalInstances") List pcategoricalInstances) { super(name); checkArgument(pcategoricalInstances != null && pcategoricalInstances.size() > 0, "Missing instances for nominal value"); checkArgument(!pcategoricalInstances.contains(""), "Nominal instances values must not empty"); checkArgument(!pcategoricalInstances.contains(null), "Nominal instances must not be null"); String[] sorted = pcategoricalInstances.toArray(new String[pcategoricalInstances.size()]); Arrays.sort(sorted); this.categoricalInstances = ImmutableList.copyOf(sorted); } /** * Gets the list of nominal values for this field (if the type=Nominal) or null otherwise. * * @return a list of nominal values (can be null!!) */ public List getCategoricalInstances() { return ImmutableList.copyOf(categoricalInstances); } @Override protected double parse(Object original) throws FOSException { String value = original.toString(); int index = Collections.binarySearch(categoricalInstances, value); if (index < 0) { throw new FOSException(String.format("Failed to parse %s", original)); } return index; } @Override public int hashCode() { return Objects.hashCode(categoricalInstances); } @Override public boolean equals(Object obj) { if (this == obj) { return true; } if (obj == null || getClass() != obj.getClass()) { return false; } if (!super.equals(obj)) { return false; } final CategoricalAttribute other = (CategoricalAttribute) obj; return Objects.equal(categoricalInstances, other.categoricalInstances); } @Override public String toString() { return toStringHelper(this) .addValue(getName()) .add("categoricalInstances", categoricalInstances) .toString(); } }





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