org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator Maven / Gradle / Ivy

/*******************************************************************************
 * Copyright (c) 2015-2018 Skymind, Inc.
 *
 * 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.
 *
 * 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.deeplearning4j.text.documentiterator;

import lombok.Getter;
import lombok.NonNull;
import org.deeplearning4j.core.parallelism.AsyncIterator;

import java.util.Iterator;
import java.util.NoSuchElementException;

/**
 * @author [email protected]
 */
public class AsyncLabelAwareIterator implements LabelAwareIterator, Iterator {

    protected LabelAwareIterator backedIterator;
    @Getter
    protected AsyncIterator asyncIterator;
    protected int bufferSize;

    public AsyncLabelAwareIterator(@NonNull LabelAwareIterator iterator, int bufferSize) {
        this.backedIterator = iterator;
        this.bufferSize = bufferSize;
        this.asyncIterator = new AsyncIterator<>(backedIterator, bufferSize);
    }

    @Override
    public void remove() {
        // no-op
    }

    @Override
    public boolean hasNextDocument() {
        return asyncIterator.hasNext();
    }

    @Override
    public LabelledDocument nextDocument() {
        return asyncIterator.next();
    }

    @Override
    public void reset() {
        asyncIterator.shutdown();
        backedIterator.reset();
        asyncIterator = new AsyncIterator<>(backedIterator, bufferSize);
    }

    @Override
    public void shutdown() {
        asyncIterator.shutdown();
        backedIterator.shutdown();
    }

    @Override
    public LabelsSource getLabelsSource() {
        return backedIterator.getLabelsSource();
    }

    @Override
    public boolean hasNext() {
        return hasNextDocument();
    }

    @Override
    public LabelledDocument next() throws NoSuchElementException {
        return nextDocument();
    }
}