com.insightml.data.AbstractDataset.java Source code

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Here is the source code for com.insightml.data.AbstractDataset.java

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/*
 * Copyright (C) 2016 Stefan Hen
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 * http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License 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.insightml.data;

import java.util.ArrayList;
import java.util.List;

import org.apache.commons.math3.util.Pair;

import com.insightml.data.samples.Sample;
import com.insightml.utils.types.AbstractModule;

public abstract class AbstractDataset<I extends Sample, E, P> extends AbstractModule implements IDataset<I, E, P> {

    public AbstractDataset() {
    }

    public AbstractDataset(final String name) {
        super(name);
    }

    @Override
    public Iterable<I> loadValidation() {
        throw new IllegalAccessError();
    }

    @Override
    public Iterable<I> loadTest(final Integer labelIndex) {
        throw new IllegalAccessError();
    }

    @Override
    public Iterable<I> loadAll() {
        throw new IllegalAccessError();
    }

    @Override
    public final PreprocessingPipeline<I, E> pipeline() {
        return PreprocessingPipeline.create(getFeaturesConfig(null));
    }

    @Override
    public String getReport() {
        final List<Pair<String, String>> fields = new ArrayList<>(2);
        fields.add(new Pair<>("Name", getName()));
        fields.add(new Pair<>("Description", getDescription()));
        return fields.toString();
    }
}