如何在Java中将字节数组转换为十六进制字符串?

如何在Java中将字节数组转换为十六进制字符串?,java,bytearray,hex,Java,Bytearray,Hex,我有一个充满十六进制数的字节数组,用简单的方法打印它是毫无意义的,因为有许多不可打印的元素。我需要的是格式为:3a5f771c的确切十六进制代码。我在这里找到了三种不同的方法: 他还指出,最优雅的一个是: static final String HEXES = "0123456789ABCDEF"; public static String getHex( byte [] raw ) { if ( raw == null ) { return null; }

我有一个充满十六进制数的字节数组,用简单的方法打印它是毫无意义的,因为有许多不可打印的元素。我需要的是格式为:
3a5f771c

的确切十六进制代码。我在这里找到了三种不同的方法:

他还指出,最优雅的一个是:

static final String HEXES = "0123456789ABCDEF";
public static String getHex( byte [] raw ) {
    if ( raw == null ) {
        return null;
    }
    final StringBuilder hex = new StringBuilder( 2 * raw.length );
    for ( final byte b : raw ) {
        hex.append(HEXES.charAt((b & 0xF0) >> 4))
            .append(HEXES.charAt((b & 0x0F)));
    }
    return hex.toString();
}
图书馆有专门做这类工作的课程

import org.apache.commons.codec.binary.Hex;

String foo = "I am a string";
byte[] bytes = foo.getBytes();
System.out.println( Hex.encodeHexString( bytes ) );
通过讨论,特别是回答,这是我目前使用的功能:

private static final char[] HEX_ARRAY = "0123456789ABCDEF".toCharArray();
public static String bytesToHex(byte[] bytes) {
    char[] hexChars = new char[bytes.length * 2];
    for (int j = 0; j < bytes.length; j++) {
        int v = bytes[j] & 0xFF;
        hexChars[j * 2] = HEX_ARRAY[v >>> 4];
        hexChars[j * 2 + 1] = HEX_ARRAY[v & 0x0F];
    }
    return new String(hexChars);
}
private static final char[]HEX_ARRAY=“0123456789ABCDEF”.tocharray();
公共静态字符串bytesToHex(字节[]字节){
char[]hexChars=新字符[bytes.length*2];
对于(int j=0;j>>4];
hexChars[j*2+1]=十六进制数组[v&0x0F];
}
返回新字符串(hexChars);
}
我自己的小型基准测试(100万字节1000倍,256字节1000万倍)表明,它比任何其他替代方法都快得多,大约是长阵列上的一半时间。与我从中得到的答案相比,切换到按位运算——正如讨论中所建议的那样——为长数组节省了大约20%的时间。(编辑:当我说它比备选方案快时,我指的是讨论中提供的备选代码。性能相当于Commons Codec,它使用非常相似的代码。)

2k20版本,关于Java 9压缩字符串:

private static final byte[] HEX_ARRAY = "0123456789ABCDEF".getBytes(StandardCharsets.US_ASCII);
public static String bytesToHex(byte[] bytes) {
    byte[] hexChars = new byte[bytes.length * 2];
    for (int j = 0; j < bytes.length; j++) {
        int v = bytes[j] & 0xFF;
        hexChars[j * 2] = HEX_ARRAY[v >>> 4];
        hexChars[j * 2 + 1] = HEX_ARRAY[v & 0x0F];
    }
    return new String(hexChars, StandardCharsets.UTF_8);
}
private static final byte[]HEX_ARRAY=“0123456789ABCDEF”.getBytes(StandardCharsets.US_ASCII);
公共静态字符串bytesToHex(字节[]字节){
byte[]hexChars=新字节[bytes.length*2];
对于(int j=0;j>>4];
hexChars[j*2+1]=十六进制数组[v&0x0F];
}
返回新字符串(hexChars、StandardCharsets.UTF_8);
}

最简单的解决方案,无外部LIB,无数字常量:

public static String byteArrayToHex(byte[] a) {
   StringBuilder sb = new StringBuilder(a.length * 2);
   for(byte b: a)
      sb.append(String.format("%02x", b));
   return sb.toString();
}

这个简单的单行线适合我
String result=new biginger(1,inputBytes)

编辑-使用此选项将删除前导零,但hey为我的用例工作。感谢@Voicu指出这一点

//移动字节更有效 //你也可以用这个

public static String getHexString (String s) 
{
    byte[] buf = s.getBytes();

    StringBuffer sb = new StringBuffer();

    for (byte b:buf)
    {
        sb.append(String.format("%x", b));
    }


        return sb.toString();
}

以存储查找表的较小成本为代价,此实现简单且非常快速

 private static final char[] BYTE2HEX=(
    "000102030405060708090A0B0C0D0E0F"+
    "101112131415161718191A1B1C1D1E1F"+
    "202122232425262728292A2B2C2D2E2F"+
    "303132333435363738393A3B3C3D3E3F"+
    "404142434445464748494A4B4C4D4E4F"+
    "505152535455565758595A5B5C5D5E5F"+
    "606162636465666768696A6B6C6D6E6F"+
    "707172737475767778797A7B7C7D7E7F"+
    "808182838485868788898A8B8C8D8E8F"+
    "909192939495969798999A9B9C9D9E9F"+
    "A0A1A2A3A4A5A6A7A8A9AAABACADAEAF"+
    "B0B1B2B3B4B5B6B7B8B9BABBBCBDBEBF"+
    "C0C1C2C3C4C5C6C7C8C9CACBCCCDCECF"+
    "D0D1D2D3D4D5D6D7D8D9DADBDCDDDEDF"+
    "E0E1E2E3E4E5E6E7E8E9EAEBECEDEEEF"+
    "F0F1F2F3F4F5F6F7F8F9FAFBFCFDFEFF").toCharArray();
   ; 

  public static String getHexString(byte[] bytes) {
    final int len=bytes.length;
    final char[] chars=new char[len<<1];
    int hexIndex;
    int idx=0;
    int ofs=0;
    while (ofs<len) {
      hexIndex=(bytes[ofs++] & 0xFF)<<1;
      chars[idx++]=BYTE2HEX[hexIndex++];
      chars[idx++]=BYTE2HEX[hexIndex];
    }
    return new String(chars);
  }
private static final char[]BYTE2HEX=(
“000102030405060708090A0B0C0D0E0F”+
“101112131415161718191A1B1C1D1E1F”+
“202122232425262728292A2B2C2D2E2F”+
“30313233343536373839393A3A3B3C3D3E3F”+
“404142434445464748494A4B4C4D4E4F”+
“505152535455565758595A5B5C5D5E5F”+
“606162636465666768696A6B6C6D6E6F”+
“707172737475767778797A7B7C7D7E7F”+
“808182838485868788898A8B8C8D8E8F”+
“909192939495969798999A9B9C9D9E9F”+
“A0A1A2A3A4A5A6A8A9AABACADAEAF”+
“B0B1B2B3B4B5B6B7B8B9BABBCBDBF”+
“C0C1C2C3C4C5C6C7C8C9CACBCCDCF”+
“D0D1D2D3D4D5D6D7D8D9DADBDCDDEDF”+
“E0E1E2E3E5E6E7E8E9EAebecedeef”+
“f0f1f2f3f4f6f7f8f9fafbfcfdfeff”).tocharray();
; 
公共静态字符串getHexString(字节[]字节){
final int len=bytes.length;
final char[]chars=new char[len该方法是将
byte[]
转换为十六进制字符串的方便方法。该类还包括许多其他有用的数据操作方法

在Java8和更早的版本中,JAXB是Java标准库的一部分。它是Java9和Java11的,作为将所有JavaEE包移动到它们自己的库中的努力的一部分。现在,
javax.xml.bind
不存在,如果你想使用JAXB,它包含
DatatypeConverter
,你需要安装我是马文的朋友

用法示例:

byte bytes[] = {(byte)0, (byte)0, (byte)134, (byte)0, (byte)61};
String hex = javax.xml.bind.DatatypeConverter.printHexBinary(bytes);
将导致:

00008603d

这个答案与。

我通常使用下面的方法进行debuf语句,但我不知道这是否是最好的方法

private static String digits = "0123456789abcdef";

public static String toHex(byte[] data){
    StringBuffer buf = new StringBuffer();
    for (int i = 0; i != data.length; i++)
    {
        int v = data[i] & 0xff;
        buf.append(digits.charAt(v >> 4));
        buf.append(digits.charAt(v & 0xf));
    }
    return buf.toString();
}
我更喜欢这样:

final protected static char[] hexArray = "0123456789ABCDEF".toCharArray();
public static String bytesToHex(byte[] bytes, int offset, int count) {
    char[] hexChars = new char[count * 2];
    for ( int j = 0; j < count; j++ ) {
        int v = bytes[j+offset] & 0xFF;
        hexChars[j * 2] = hexArray[v >>> 4];
        hexChars[j * 2 + 1] = hexArray[v & 0x0F];
    }
    return new String(hexChars);
}
final protected static char[]hexArray=“0123456789ABCDEF.tocharray();
公共静态字符串bytesToHex(字节[]字节,整数偏移量,整数计数){
char[]hexChars=新字符[count*2];
对于(int j=0;j>>4];
hexChars[j*2+1]=hexArray[v&0x0F];
}
返回新字符串(hexChars);
}
这是对公认答案的稍微灵活的改编。
就我个人而言,我保留了被接受的答案和这个重载,可以在更多的上下文中使用。

是@maybewcouldstealavan提出的解决方案的一个小变体,它可以让您在输出十六进制字符串中直观地捆绑N个字节:

final static char[]HEX_ARRAY=“0123456789ABCDEF.tocharray();
最终静态字符束_SEP='';
公共静态字符串bytesToHexString(字节[]字节,int bundleSize/*[字节]*/])){
char[]hexChars=新字符[(bytes.length*2)+(bytes.length/bundleSize)];
对于(int j=0,k=1;j>>4];
hexChars[start+1]=十六进制数组[v&0x0F];
如果((k%bundleSize)==0){
hexChars[start+2]=捆绑设备的SEP;
}   
}   
返回新字符串(hexChars).trim();
}
即:

bytesToHexString(“…DOOM..”.tocharray().getBytes(),2);
2E2E 444F 4F4D 2E2E
bytesToHexString(“…DOOM..”.toCharArray().getBytes(),4);
2E2E444F 4F4D2E2E
这个怎么样

    String byteToHex(final byte[] hash)
    {
        Formatter formatter = new Formatter();
        for (byte b : hash)
        {
            formatter.format("%02x", b);
        }
        String result = formatter.toString();
        formatter.close();
        return result;
    }

如果您正在为python寻找与此完全相同的字节数组,我已经将此Java实现转换为python

class ByteArray:

@classmethod
def char(cls, args=[]):
    cls.hexArray = "0123456789ABCDEF".encode('utf-16')
    j = 0
    length = (cls.hexArray)

    if j < length:
        v = j & 0xFF
        hexChars = [None, None]
        hexChars[j * 2] = str( cls.hexArray) + str(v)
        hexChars[j * 2 + 1] = str(cls.hexArray) + str(v) + str(0x0F)
        # Use if you want...
        #hexChars.pop()

    return str(hexChars)

array = ByteArray()
print array.char(args=[])
类字节数组:
@类方法
def char(cls,args=[]):
cls.hexArray=“0123456789ABCDEF”。编码('utf-16
import com.google.common.io.BaseEncoding;
...
byte[] bytes = "Hello world".getBytes(StandardCharsets.UTF_8);
final String hex = BaseEncoding.base16().lowerCase().encode(bytes);
md5sum = String.format("%032x", new BigInteger(1, md.digest()));
  public static byte[] hexStringToByteArray(String s) {
    int len = s.length();
    byte[] data = new byte[len / 2];
    for (int i = 0; i < len; i += 2) {
      data[i / 2] = (byte) ((Character.digit(s.charAt(i), 16) << 4)
        + Character.digit(s.charAt(i+1), 16));
    }
  return data;
  } 
import java.util.Arrays;

public class Base16/* a.k.a. Hex */ {
    public static class Encoder{
        private static char[] toLowerHex={'0','1','2','3','4','5','6','7','8','9','a','b','c','d','e','f'};
        private static char[] toUpperHex={'0','1','2','3','4','5','6','7','8','9','A','B','C','D','E','F'};
        private boolean upper;
        public Encoder(boolean upper) {
            this.upper=upper;
        }
        public String encode(byte[] data){
            char[] value=new char[data.length*2];
            char[] toHex=upper?toUpperHex:toLowerHex;
            for(int i=0,j=0; i<data.length; i++){
                int octet=data[i]&0xFF;
                value[j++]=toHex[octet>>4];
                value[j++]=toHex[octet&0xF];
            }
            return new String(value);
        }
        static final Encoder LOWER_CASE=new Encoder(false);
        static final Encoder UPPER_CASE=new Encoder(true);
    }
    public static Encoder getEncoder(){
        return Encoder.LOWER_CASE;
    }
    public static Encoder getUpperEncoder(){
        return Encoder.UPPER_CASE;
    }

    public static class Decoder{
      private static int maxIndex=102;
      private static int[] toIndex;
      static {
        toIndex=new int[maxIndex+1];
        Arrays.fill(toIndex, -1);
        char[] chars={'0','1','2','3','4','5','6','7','8','9','A','B','C','D','E','F','a','b','c','d','e','f'};
        for(int i=0; i<chars.length; i++) {
          toIndex[(int)chars[i]]=i;
        }
      }
      public Decoder() {
      }
      public byte[] decode(String str) {
          char[] value=str.toCharArray();
          int start=0;
          if(value.length>2 && value[0]=='0' && (value[1]=='x' || value[1]=='X')) {
            start=2;
          }
          int byteLength=(value.length-start)/2; // ignore trailing odd char if exists
          byte[] data=new byte[byteLength];
          for(int i=start,j=0;i<value.length;i+=2,j++){
              int i1;
              int i2;
              char c1=value[i];
              char c2=value[i+1];
              if(c1>maxIndex || (i1=toIndex[(int)c1])<0 || c2>maxIndex || (i2=toIndex[(int)c2])<0) {
                throw new IllegalArgumentException("Invalid character at "+i);
              }
              data[j]=(byte)((i1<<4)+i2);
          }
          return data;
      }
      static final Decoder IGNORE_CASE=new Decoder();
  }
  public static Decoder getDecoder(){
      return Decoder.IGNORE_CASE;
  }
}
private static String bytesToHexString(byte[] bytes, int length) {
        if (bytes == null || length == 0) return null;

        StringBuilder ret = new StringBuilder(2*length);

        for (int i = 0 ; i < length ; i++) {
            int b;

            b = 0x0f & (bytes[i] >> 4);
            ret.append("0123456789abcdef".charAt(b));

            b = 0x0f & bytes[i];
            ret.append("0123456789abcdef".charAt(b));
        }

        return ret.toString();
    }
import java.math.BigInteger;

import static java.lang.System.out;
public final class App2 {
    // | proposed solution.
    public static String encode(byte[] bytes) {          
        final int length = bytes.length;

        // | BigInteger constructor throws if it is given an empty array.
        if (length == 0) {
            return "00";
        }

        final int evenLength = (int)(2 * Math.ceil(length / 2.0));
        final String format = "%0" + evenLength + "x";         
        final String result = String.format (format, new BigInteger(bytes));

        return result;
    }

    public static void main(String[] args) throws Exception {
        // 00
        out.println(encode(new byte[] {})); 

        // 01
        out.println(encode(new byte[] {1})); 

        //203040
        out.println(encode(new byte[] {0x20, 0x30, 0x40})); 

        // 416c6c20796f75722062617365206172652062656c6f6e6720746f2075732e
        out.println(encode("All your base are belong to us.".getBytes()));
    }
}   
public static String encode(byte[] bytes) {          
    final int length = bytes.length;

    // | BigInteger constructor throws if it is given an empty array.
    if (length == 0) {
        return "00";
    }

    return new BigInteger(bytes).toString(16);
}
public static String bytesToHex(final byte[] bytes)
{
    final int numBytes = bytes.length;
    final char[] container = new char[numBytes * 2];

    for (int i = 0; i < numBytes; i++)
    {
        final int b = bytes[i] & 0xFF;

        container[i * 2] = Character.forDigit(b >>> 4, 0x10);
        container[i * 2 + 1] = Character.forDigit(b & 0xF, 0x10);
    }

    return new String(container);
}
import org.springframework.security.crypto.codec.Hex

final String testString = "Test String";
final byte[] byteArray = testString.getBytes();
System.out.println(Hex.encode(byteArray));
Converts bytes data to hex characters

@param bytes byte array to be converted to hex string
@return byte String in hex format

private static String bytesToHex(byte[] bytes) {
    char[] hexChars = new char[bytes.length * 2];
    int v;
    for (int j = 0; j < bytes.length; j++) {
        v = bytes[j] & 0xFF;
        hexChars[j * 2] = HEX_ARRAY[v >>> 4];
        hexChars[j * 2 + 1] = HEX_ARRAY[v & 0x0F];
    }
    return new String(hexChars);
}
public class ByteHex {

    public static int hexToByte(char ch) {
        if ('0' <= ch && ch <= '9') return ch - '0';
        if ('A' <= ch && ch <= 'F') return ch - 'A' + 10;
        if ('a' <= ch && ch <= 'f') return ch - 'a' + 10;
        return -1;
    }

    private static final String[] byteToHexTable = new String[]
    {
        "00", "01", "02", "03", "04", "05", "06", "07", "08", "09", "0A", "0B", "0C", "0D", "0E", "0F",
        "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "1A", "1B", "1C", "1D", "1E", "1F",
        "20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "2A", "2B", "2C", "2D", "2E", "2F",
        "30", "31", "32", "33", "34", "35", "36", "37", "38", "39", "3A", "3B", "3C", "3D", "3E", "3F",
        "40", "41", "42", "43", "44", "45", "46", "47", "48", "49", "4A", "4B", "4C", "4D", "4E", "4F",
        "50", "51", "52", "53", "54", "55", "56", "57", "58", "59", "5A", "5B", "5C", "5D", "5E", "5F",
        "60", "61", "62", "63", "64", "65", "66", "67", "68", "69", "6A", "6B", "6C", "6D", "6E", "6F",
        "70", "71", "72", "73", "74", "75", "76", "77", "78", "79", "7A", "7B", "7C", "7D", "7E", "7F",
        "80", "81", "82", "83", "84", "85", "86", "87", "88", "89", "8A", "8B", "8C", "8D", "8E", "8F",
        "90", "91", "92", "93", "94", "95", "96", "97", "98", "99", "9A", "9B", "9C", "9D", "9E", "9F",
        "A0", "A1", "A2", "A3", "A4", "A5", "A6", "A7", "A8", "A9", "AA", "AB", "AC", "AD", "AE", "AF",
        "B0", "B1", "B2", "B3", "B4", "B5", "B6", "B7", "B8", "B9", "BA", "BB", "BC", "BD", "BE", "BF",
        "C0", "C1", "C2", "C3", "C4", "C5", "C6", "C7", "C8", "C9", "CA", "CB", "CC", "CD", "CE", "CF",
        "D0", "D1", "D2", "D3", "D4", "D5", "D6", "D7", "D8", "D9", "DA", "DB", "DC", "DD", "DE", "DF",
        "E0", "E1", "E2", "E3", "E4", "E5", "E6", "E7", "E8", "E9", "EA", "EB", "EC", "ED", "EE", "EF",
        "F0", "F1", "F2", "F3", "F4", "F5", "F6", "F7", "F8", "F9", "FA", "FB", "FC", "FD", "FE", "FF"
    };

    private static final String[] byteToHexTableLowerCase = new String[]
    {
        "00", "01", "02", "03", "04", "05", "06", "07", "08", "09", "0a", "0b", "0c", "0d", "0e", "0f",
        "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "1a", "1b", "1c", "1d", "1e", "1f",
        "20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "2a", "2b", "2c", "2d", "2e", "2f",
        "30", "31", "32", "33", "34", "35", "36", "37", "38", "39", "3a", "3b", "3c", "3d", "3e", "3f",
        "40", "41", "42", "43", "44", "45", "46", "47", "48", "49", "4a", "4b", "4c", "4d", "4e", "4f",
        "50", "51", "52", "53", "54", "55", "56", "57", "58", "59", "5a", "5b", "5c", "5d", "5e", "5f",
        "60", "61", "62", "63", "64", "65", "66", "67", "68", "69", "6a", "6b", "6c", "6d", "6e", "6f",
        "70", "71", "72", "73", "74", "75", "76", "77", "78", "79", "7a", "7b", "7c", "7d", "7e", "7f",
        "80", "81", "82", "83", "84", "85", "86", "87", "88", "89", "8a", "8b", "8c", "8d", "8e", "8f",
        "90", "91", "92", "93", "94", "95", "96", "97", "98", "99", "9a", "9b", "9c", "9d", "9e", "9f",
        "a0", "a1", "a2", "a3", "a4", "a5", "a6", "a7", "a8", "a9", "aa", "ab", "ac", "ad", "ae", "af",
        "b0", "b1", "b2", "b3", "b4", "b5", "b6", "b7", "b8", "b9", "ba", "bb", "bc", "bd", "be", "bf",
        "c0", "c1", "c2", "c3", "c4", "c5", "c6", "c7", "c8", "c9", "ca", "cb", "cc", "cd", "ce", "cf",
        "d0", "d1", "d2", "d3", "d4", "d5", "d6", "d7", "d8", "d9", "da", "db", "dc", "dd", "de", "df",
        "e0", "e1", "e2", "e3", "e4", "e5", "e6", "e7", "e8", "e9", "ea", "eb", "ec", "ed", "ee", "ef",
        "f0", "f1", "f2", "f3", "f4", "f5", "f6", "f7", "f8", "f9", "fa", "fb", "fc", "fd", "fe", "ff"
    };

    public static String byteToHex(byte b){
        return byteToHexTable[b & 0xFF];
    }

    public static String byteToHex(byte[] bytes){
        if(bytes == null) return null;
        StringBuilder sb = new StringBuilder(bytes.length*2);
        for(byte b : bytes) sb.append(byteToHexTable[b & 0xFF]);
        return sb.toString();
    }

    public static String byteToHex(short[] bytes){
        StringBuilder sb = new StringBuilder(bytes.length*2);
        for(short b : bytes) sb.append(byteToHexTable[((byte)b) & 0xFF]);
        return sb.toString();
    }

    public static String byteToHexLowerCase(byte[] bytes){
        StringBuilder sb = new StringBuilder(bytes.length*2);
        for(byte b : bytes) sb.append(byteToHexTableLowerCase[b & 0xFF]);
        return sb.toString();
    }

    public static byte[] hexToByte(String hexString) {
        if(hexString == null) return null;
        byte[] byteArray = new byte[hexString.length() / 2];
        for (int i = 0; i < hexString.length(); i += 2) {
            byteArray[i / 2] = (byte) (hexToByte(hexString.charAt(i)) * 16 + hexToByte(hexString.charAt(i+1)));
        }
        return byteArray;
    }

    public static byte hexPairToByte(char ch1, char ch2) {
        return (byte) (hexToByte(ch1) * 16 + hexToByte(ch2));
    }


}
| Name (ops/s)         |    16 byte |    32 byte |  128 byte | 0.95 MB |
|----------------------|-----------:|-----------:|----------:|--------:|
| Opt1: BigInteger     |  2,088,514 |  1,008,357 |   133,665 |       4 |
| Opt2/3: Bytes Lib    | 20,423,170 | 16,049,841 | 6,685,522 |     825 |
| Opt4: Apache Commons | 17,503,857 | 12,382,018 | 4,319,898 |     529 |
| Opt5: Guava          | 10,177,925 |  6,937,833 | 2,094,658 |     257 |
| Opt6: Spring         | 18,704,986 | 13,643,374 | 4,904,805 |     601 |
| Opt7: BC             |  7,501,666 |  3,674,422 | 1,077,236 |     152 |
| Opt8: JAX-B          | 13,497,736 |  8,312,834 | 2,590,940 |     346 |
byte[] theValue = .....
String hexaString = new BigInteger(1, theValue).toString(16);
private static String toHexString(byte[] bytes) {
    return IntStream.range(0, bytes.length)
    .mapToObj(i -> String.format("%02X", bytes[i]))
    .collect(Collectors.joining());
}
public static String toHexString(byte[] bytes) {

    StringBuilder sb = new StringBuilder();

    if (bytes != null) 
        for (byte b:bytes) {

            final String hexString = Integer.toHexString(b & 0xff);

            if(hexString.length()==1)
                sb.append('0');

            sb.append(hexString);//.append(' ');
        }

      return sb.toString();//.toUpperCase();
}
public String toHexString(byte... bytes) {

    return Optional.ofNullable(bytes)
            .filter(bs->bs.length>0)
            .map(DatatypeConverter::printHexBinary)
            .map(str->IntStream.range(0, str.length())
                    .filter(i->(i%2)==0)        // take every second index
                    .mapToObj(i->"0x" + str.substring(i, i+2))
                    .collect(Collectors.joining(" ")))
            .orElse("");
}