org.nd4j.linalg.dataset.api.iterator.TestMultiDataSetIterator Maven / Gradle / Ivy

Show more of this group Show more artifacts with this name
Show all versions of nd4j-api Show documentation
There is a newer version: 1.0.0-M2.1
/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
 *  * terms of the Apache License, Version 2.0 which is available at
 *  * https://www.apache.org/licenses/LICENSE-2.0.
 *  *
 *  *  See the NOTICE file distributed with this work for additional
 *  *  information regarding copyright ownership.
 *  * 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.
 *  *
 *  * SPDX-License-Identifier: Apache-2.0
 *  *****************************************************************************
 */

package org.nd4j.linalg.dataset.api.iterator;

import org.nd4j.linalg.dataset.api.MultiDataSet;
import org.nd4j.linalg.dataset.api.MultiDataSetPreProcessor;

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

/**
 * @author Ede Meijer
 */
public class TestMultiDataSetIterator implements MultiDataSetIterator {
    private int curr = 0;
    private int batch = 10;
    private List list;
    private MultiDataSetPreProcessor preProcessor;

    /**
     * Makes an iterator from the given datasets. DataSets are expected to are batches of exactly 1 example.
     * ONLY for use in tests in nd4j
     */
    public TestMultiDataSetIterator(int batch, MultiDataSet... dataset) {
        list = Arrays.asList(dataset);
        this.batch = batch;
    }

    @Override
    public MultiDataSet next(int num) {
        int end = curr + num;

        List r = new ArrayList<>();
        if (end >= list.size()) {
            end = list.size();
        }
        for (; curr < end; curr++) {
            r.add(list.get(curr));
        }

        MultiDataSet d = org.nd4j.linalg.dataset.MultiDataSet.merge(r);
        if (preProcessor != null) {
            preProcessor.preProcess(d);
        }
        return d;
    }

    @Override
    public void setPreProcessor(MultiDataSetPreProcessor preProcessor) {
        this.preProcessor = preProcessor;
    }

    @Override
    public MultiDataSetPreProcessor getPreProcessor() {
        return this.preProcessor;
    }

    @Override
    public boolean resetSupported() {
        return true;
    }

    @Override
    public boolean asyncSupported() {
        return false;
    }

    @Override
    public void reset() {
        curr = 0;
    }

    @Override
    public boolean hasNext() {
        return curr < list.size();
    }

    @Override
    public MultiDataSet next() {
        return next(batch);
    }

    @Override
    public void remove() {
        throw new UnsupportedOperationException();
    }
}