package com.intel.daal.examples.compression;
import java.io.RandomAccessFile;
import java.util.zip.CRC32;
import java.util.zip.Checksum;
import com.intel.daal.data_management.compression.*;
import com.intel.daal.data_management.compression.zlib.*;
import com.intel.daal.services.DaalContext;
class CompressionBatch {
private static final String dataset = "../data/batch/logitboost_train.csv";
private static byte[] rawData;
private static byte[] compressedData;
private static byte[] decompressedData;
private static DaalContext context = new DaalContext();
public static void main(String[] args) throws java.io.FileNotFoundException, java.io.IOException {
prepareMemory();
ZlibCompressor compressor = new ZlibCompressor(context);
compressor.parameter.setCompressionLevel(CompressionLevel.Level9);
compressor.parameter.setGzHeader(true);
CompressionStream compressionStream = new CompressionStream(context, compressor);
compressionStream.add(rawData);
compressedData = new byte[(int) compressionStream.getCompressedDataSize()];
compressionStream.copyCompressedArray(compressedData);
ZlibDecompressor decompressor = new ZlibDecompressor(context);
decompressor.parameter.setGzHeader(true);
DecompressionStream decompressionStream = new DecompressionStream(context, decompressor);
decompressionStream.add(compressedData);
decompressedData = new byte[(int) decompressionStream.getDecompressedDataSize()];
decompressionStream.copyDecompressedArray(decompressedData);
printCRC32(rawData, decompressedData);
context.dispose();
}
private static void prepareMemory() throws java.io.FileNotFoundException, java.io.IOException {
rawData = readData();
}
private static byte[] readData() throws java.io.FileNotFoundException, java.io.IOException {
RandomAccessFile file = new RandomAccessFile(dataset, "r");
int dataLength = (int) file.length();
byte[] sentData = new byte[dataLength];
file.read(sentData);
file.close();
return sentData;
}
private static void printCRC32(byte[] sentData, byte[] receivedData) {
Checksum crcSentDataStream = new CRC32();
crcSentDataStream.update(sentData, 0, sentData.length);
Checksum crcReceivedDataStream = new CRC32();
crcReceivedDataStream.update(receivedData, 0, receivedData.length);
System.out.println("Compression example program results:");
System.out.println("Input data checksum: 0x" + Integer.toHexString((int) crcSentDataStream.getValue()));
System.out.println("Received data checksum: 0x" + Integer.toHexString((int) crcReceivedDataStream.getValue()));
if (sentData.length != receivedData.length) {
System.out.println("ERROR: Received data size (" + receivedData.length
+ ") mismatches with the sent data size (" + sentData.length + ")");
} else if (crcSentDataStream.getValue() != crcReceivedDataStream.getValue()) {
System.out.println("ERROR: Received data CRC mismatches with the sent data CRC");
} else {
System.out.println("OK: Received data CRC matches with the sent data CRC");
}
}
}