org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter 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.interoperability;

import lombok.NonNull;
import org.deeplearning4j.text.documentiterator.*;

import java.io.BufferedReader;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;

/**
 * Simple class providing compatibility between DocumentIterator/LabelAwareDocumentIterator and LabelAwareIterator
 *
 * @author [email protected]
 */
public class DocumentIteratorConverter implements LabelAwareIterator {

    protected DocumentIterator backendIterator;
    protected LabelsSource generator;

    public DocumentIteratorConverter(@NonNull LabelAwareDocumentIterator iterator) {
        this.backendIterator = iterator;
    }

    public DocumentIteratorConverter(@NonNull DocumentIterator iterator, @NonNull LabelsSource generator) {
        this.backendIterator = iterator;
        this.generator = generator;
    }

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

    @Override
    public LabelledDocument nextDocument() {
        try {
            LabelledDocument document = new LabelledDocument();

            document.setContent(readStream(backendIterator.nextDocument()));

            if (backendIterator instanceof LabelAwareDocumentIterator) {
                String currentLabel = ((LabelAwareDocumentIterator) backendIterator).currentLabel();
                document.addLabel(currentLabel);
                generator.storeLabel(currentLabel);
            } else
                document.addLabel(generator.nextLabel());

            return document;
        } catch (Exception e) {
            // we just publish caught exception, no magic or automation here
            throw new RuntimeException(e);
        }
    }

    @Override
    public void reset() {
        generator.reset();
        backendIterator.reset();
    }

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

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

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

    @Override
    public LabelsSource getLabelsSource() {
        return generator;
    }

    @Override
    public void shutdown() {

    }

    protected String readStream(InputStream stream) throws IOException {
        StringBuilder builder = new StringBuilder();

        BufferedReader reader = new BufferedReader(new InputStreamReader(stream));
        String line = "";
        while ((line = reader.readLine()) != null) {
            builder.append(line).append(" ");
        }
        return builder.toString();
    }
}