org.deeplearning4j.datasets.mnist.MnistDbFile Maven / Gradle / Ivy
/*
* ******************************************************************************
* *
* *
* * 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.deeplearning4j.datasets.mnist;
import java.io.FileNotFoundException;
import java.io.IOException;
import java.io.RandomAccessFile;
public abstract class MnistDbFile extends RandomAccessFile {
private int count;
/**
* Creates new instance and reads the header information.
*
* @param name
* the system-dependent filename
* @param mode
* the access mode
* @throws IOException
* @throws FileNotFoundException
* @see RandomAccessFile
*/
public MnistDbFile(String name, String mode) throws IOException {
super(name, mode);
if (getMagicNumber() != readInt()) {
throw new RuntimeException(
"This MNIST DB file " + name + " should start with the number " + getMagicNumber() + ".");
}
count = readInt();
}
/**
* MNIST DB files start with unique integer number.
*
* @return integer number that should be found in the beginning of the file.
*/
protected abstract int getMagicNumber();
/**
* The current entry index.
*
* @return long
* @throws IOException
*/
public long getCurrentIndex() throws IOException {
return (getFilePointer() - getHeaderSize()) / getEntryLength() + 1;
}
/**
* Set the required current entry index.
*
* @param curr
* the entry index
*/
public void setCurrentIndex(long curr) {
try {
if (curr < 0 || curr > count) {
throw new RuntimeException(curr + " is not in the range 0 to " + count);
}
seek(getHeaderSize() + curr * getEntryLength());
} catch (IOException e) {
throw new RuntimeException(e);
}
}
public int getHeaderSize() {
return 8; // two integers
}
/**
* Number of bytes for each entry.
* Defaults to 1.
*
* @return int
*/
public int getEntryLength() {
return 1;
}
/**
* Move to the next entry.
*
* @throws IOException
*/
public void next() throws IOException {
if (getCurrentIndex() < count) {
skipBytes(getEntryLength());
}
}
/**
* Move to the previous entry.
*
* @throws IOException
*/
public void prev() throws IOException {
if (getCurrentIndex() > 0) {
seek(getFilePointer() - getEntryLength());
}
}
public int getCount() {
return count;
}
}
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