- 对已有Byte做压缩处理,主要利用带权最短路径,使用最短的byte代表出现最多字节
- 根据byte[]与权重(byte出现次数)生成赫夫曼树,向左定义为0,向右定义为1.求出每个值得编码,
- 压缩将byte[]用编码值代替, 并转为byte[]
- 解压就是压缩的逆过程
public class HuffmanDecode {
public static void main(String[] args) {
String content = "i like you like you miss you like miss only you";
HuffmanDecode hd = new HuffmanDecode();
byte[] bytes = hd.huffmanZip(content.getBytes());
byte[] byteDatas = hd.huffmanUnZip(bytes);
System.out.println(new String(byteDatas));
}
Map<Byte, String> tableMap = new HashMap<>();
public byte[] huffmanZip(byte[] bytes) {
List<Node> list = createList(bytes);
Node root = createHuffmanTree(list);
getCode(root);
String sendCode = createSendCode(bytes);
System.out.println(sendCode);
byte[] zipCode = bitStrToByte(sendCode);
return zipCode;
}
public byte[] huffmanUnZip(byte[] bytes) {
List<Byte> byteList = new ArrayList<>();
StringBuilder sb = new StringBuilder();
for (int i = 0; i < bytes.length; i++) {
sb.append(byteToBitStr(bytes[i], i == bytes.length - 1 ? false : true));
}
Map<String, Byte> byteMap = new HashMap<>();
tableMap.forEach((key, value) -> {
byteMap.put(value, key);
});
String receiveCode = sb.toString();
for (int i = 0; i < receiveCode.length(); ) {
boolean flag = true;
Byte charCode = null;
int count = 0;
while (flag) {
String key = receiveCode.substring(i, i + count);
charCode = byteMap.get(key);
if (charCode == null) {
count++;
} else {
flag = false;
}
if (i + count > receiveCode.length()) {
flag = false;
}
}
byteList.add(charCode);
i += count;
}
byte[] byteDatas = new byte[byteList.size()];
for (int i = 0; i < byteList.size(); i++) {
byteDatas[i] = byteList.get(i);
}
return byteDatas;
}
private String byteToBitStr(byte b, boolean flag) {
int temp = b;
if (flag) {
temp |= 256;
}
String binaryStr = Integer.toBinaryString(temp);
if (flag) {
binaryStr = binaryStr.substring(binaryStr.length() - 8);
}
return binaryStr;
}
private String createSendCode(byte[] bytes) {
StringBuilder codes = new StringBuilder();
for (int i = 0; i < bytes.length; i++) {
codes.append(tableMap.get(bytes[i]));
}
return codes.toString();
}
public byte[] bitStrToByte(String codeStr) {
byte[] codes = codeStr.getBytes();
int byteSize = (codes.length + 7) / 8;
byte[] bytes = new byte[byteSize];
for (int i = 0; i < byteSize; i++) {
String byteData = null;
if (i * 8 + 9 > codeStr.length()) {
byteData = codeStr.substring(i * 8, codeStr.length());
} else {
byteData = codeStr.substring(i * 8, 8 * (i + 1));
}
bytes[i] = (byte) Integer.parseInt(byteData, 2);
}
return bytes;
}
private Node createHuffmanTree(List<Node> list) {
if (list.size() <= 1) {
return list.get(0);
}
Collections.sort(list);
Node left = list.get(0);
Node right = list.get(1);
Node parent = new Node(null, left.weigth + right.weigth);
parent.left = left;
parent.right = right;
list.set(0, parent);
list.remove(1);
return createHuffmanTree(list);
}
public void getCode(Node node) {
StringBuilder bf = new StringBuilder();
getCode(node, "", bf);
}
public void getCode(Node node, String code, StringBuilder b1) {
StringBuilder b2 = new StringBuilder(b1);
b2.append(code);
if (node != null) {
if (node.data == null) {
getCode(node.left, "0", b2);
getCode(node.right, "1", b2);
} else {
tableMap.put(node.data, b2.toString());
}
}
}
public void preOrder(Node node) {
System.out.println(node);
if (node.left != null) {
preOrder(node.left);
}
if (node.right != null) {
preOrder(node.right);
}
}
public void show(List<Node> list) {
list.forEach(System.out::println);
}
public void showCode() {
System.out.println(tableMap);
}
public List<Node> createList(byte[] contentBytes) {
Map<Byte, Integer> map = new HashMap<>();
for (int i = 0; i < contentBytes.length; i++) {
byte curByte = contentBytes[i];
if (map.containsKey(curByte)) {
int count = map.get(curByte);
map.put(curByte, ++count);
} else {
map.put(curByte, 1);
}
}
List<Node> list = new ArrayList<>();
map.forEach((key, value) -> {
list.add(new Node(key, value));
});
return list;
}
}
class Node implements Comparable<Node> {
public Byte data;
public int weigth;
public Node left;
public Node right;
public Node(Byte data, int weigth) {
this.data = data;
this.weigth = weigth;
}
@Override
public String toString() {
final StringBuilder sb = new StringBuilder("Node{");
sb.append("data=").append(data);
sb.append(", weigth=").append(weigth);
sb.append('}');
return sb.toString();
}
@Override
public int compareTo(Node o) {
return this.weigth - o.weigth;
}
}
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