org.nd4j.linalg.dataset.api.iterator.cache.InFileAndMemoryDataSetCache Maven / Gradle / Ivy

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/*
 *  ******************************************************************************
 *  *
 *  *
 *  * 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.cache;

import org.nd4j.linalg.dataset.DataSet;

import java.io.File;
import java.nio.file.Path;

public class InFileAndMemoryDataSetCache implements DataSetCache {

    private InFileDataSetCache fileCache;
    private InMemoryDataSetCache memoryCache;

    public InFileAndMemoryDataSetCache(File cacheDirectory) {
        this.fileCache = new InFileDataSetCache(cacheDirectory);
        this.memoryCache = new InMemoryDataSetCache();
    }

    public InFileAndMemoryDataSetCache(Path cacheDirectory) {
        this(cacheDirectory.toFile());
    }

    public InFileAndMemoryDataSetCache(String cacheDirectory) {
        this(new File(cacheDirectory));
    }

    @Override
    public boolean isComplete(String namespace) {
        return fileCache.isComplete(namespace) || memoryCache.isComplete(namespace);
    }

    @Override
    public void setComplete(String namespace, boolean value) {
        fileCache.setComplete(namespace, value);
        memoryCache.setComplete(namespace, value);
    }

    @Override
    public DataSet get(String key) {
        DataSet dataSet = null;

        if (memoryCache.contains(key)) {
            dataSet = memoryCache.get(key);
            if (!fileCache.contains(key)) {
                fileCache.put(key, dataSet);
            }
        } else if (fileCache.contains(key)) {
            dataSet = fileCache.get(key);
            if (dataSet != null && !memoryCache.contains(key)) {
                memoryCache.put(key, dataSet);
            }
        }

        return dataSet;
    }

    @Override
    public void put(String key, DataSet dataSet) {
        fileCache.put(key, dataSet);
        memoryCache.put(key, dataSet);
    }

    @Override
    public boolean contains(String key) {
        return memoryCache.contains(key) || fileCache.contains(key);
    }
}