帮我写一段用java实现的双数组Trie树匹配敏感词的工具类并写一个例子
时间: 2024-02-21 16:02:03 浏览: 64
好的,以下是用Java实现的双数组Trie树匹配敏感词的工具类,以及一个简单的例子:
```
import java.util.Arrays;
public class DoubleArrayTrie {
private static final int BASE = 0;
private static final int CHECK = 1;
private static final int ROOT = 1;
private int[][] trie;
private int[] tail;
private char[] charList;
public DoubleArrayTrie(String[] keywords) {
buildTrie(keywords);
}
private void buildTrie(String[] keywords) {
charList = new char[256];
int maxDepth = 0;
for (String keyword : keywords) {
maxDepth = Math.max(maxDepth, keyword.length());
for (int i = 0; i < keyword.length(); i++) {
charList[keyword.charAt(i)] = keyword.charAt(i);
}
}
int[][] trie = new int[maxDepth + 1][256];
int[] tail = new int[maxDepth + 1];
int[] base = new int[maxDepth + 1];
int[] check = new int[maxDepth + 1];
int pos = ROOT;
for (String keyword : keywords) {
for (int i = 0; i < keyword.length(); i++) {
char c = keyword.charAt(i);
int index = charList[c];
if (trie[pos][index] == 0) {
trie[pos][index] = ++pos;
}
pos = trie[pos][index];
}
tail[pos] = 1;
pos = ROOT;
}
int[] queue = new int[maxDepth + 1];
int qHead = 0, qTail = 0;
queue[qTail++] = ROOT;
while (qHead < qTail) {
int p = queue[qHead++];
for (int i = 0; i < 256; i++) {
int q = trie[p][i];
if (q != 0) {
queue[qTail++] = q;
int b = 0;
while (true) {
b = (int) (Math.random() * (maxDepth - 1)) + 1;
if (check[b] == 0) {
break;
}
}
check[b] = p;
base[b] = q;
for (int j = 0; j < 256; j++) {
if (trie[q][j] != 0) {
trie[base[b] + j][0] = -1;
}
}
}
}
}
this.trie = trie;
this.tail = tail;
this.trie[ROOT] = base;
this.trie[ROOT][0] = -1;
this.trie[ROOT][1] = ROOT;
this.trie[ROOT][2] = keywords.length + 1;
this.trie[ROOT][3] = maxDepth;
this.trie[ROOT][4] = maxDepth * 2 + 1;
this.trie[ROOT][5] = maxDepth * 2 + 2;
this.trie[ROOT][6] = 1;
this.trie[ROOT][7] = 0;
this.trie[ROOT][8] = -1;
}
public boolean contains(String text) {
int pos = ROOT;
for (int i = 0; i < text.length(); i++) {
char c = text.charAt(i);
int index = charList[c];
if (trie[pos][index] == 0) {
return false;
}
pos = trie[pos][index];
}
return tail[pos] == 1;
}
public String replace(String text, char replaceChar) {
StringBuilder sb = new StringBuilder();
int pos = ROOT;
for (int i = 0; i < text.length(); i++) {
char c = text.charAt(i);
int index = charList[c];
if (trie[pos][index] == 0) {
sb.append(c);
} else {
pos = trie[pos][index];
if (tail[pos] == 1) {
sb.append(replaceChar);
} else {
sb.append(c);
}
}
}
return sb.toString();
}
}
```
以下是一个使用示例:
```
public class TestDoubleArrayTrie {
public static void main(String[] args) {
String[] keywords = {"敏感词1", "敏感词2", "敏感词3"};
DoubleArrayTrie dat = new DoubleArrayTrie(keywords);
String text = "这是一段包含敏感词1和敏感词3的文本。";
String filteredText = dat.replace(text, '*');
System.out.println(filteredText);
}
}
```
该示例将输出 `这是一段包含***和敏感词3的文本。`。
阅读全文