词库文件:用逗号隔开,格式见下图: 1、初始化敏感词库,将敏感词加入到HashMap中,构建DFA算法模型
package com.iflytek.dfaUtil;
import java.io.BufferedReader;
import java.io.File;
import java.io.FileInputStream;
import java.io.InputStreamReader;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.HashSet;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Set;
/**
* @Description: 初始化敏感词库,将敏感词加入到HashMap中,构建DFA算法模型
* @Project:test
* @Author : SPF
* @version 1.0
*/
public class SensitiveWordInit {
private static String ENCODING = "UTF-8"; //字符编码
@SuppressWarnings("rawtypes")
public static HashMap sensitiveWordMap;
public SensitiveWordInit(){
super();
}
/**
* 初始化词库
* @param datas 敏感词集合
* @return
*/
public static HashMap init(List datas) {
addSensitiveWord(datas);
return sensitiveWordMap;
}
/**
* 读取敏感词库,将敏感词放入HashSet中,构建一个DFA算法模型:
* */
private static void addSensitiveWord(List datas) {
sensitiveWordMap = new HashMap(datas.size());
Iterator iterator = datas.iterator();
Map now = null;
Map now2 = null;
while (iterator.hasNext()) {
now2 = sensitiveWordMap;
String word = iterator.next().trim(); //敏感词
for (int i = 0; i < word.length(); i++) {
char key_word = word.charAt(i);
Object obj = now2.get(key_word);
if (obj != null) { //存在
now2 = (Map) obj;
} else { //不存在
now = new HashMap();
now.put("isEnd","0");
now2.put(key_word, now);
now2 = now;
}
if (i == word.length() - 1) {
now2.put("isEnd","1");
}
}
}
}
/**
* 获取内容中的敏感词
* @param text 内容
* @param matchType 匹配规则 1=不最佳匹配,2=最佳匹配
* @return
*/
public static List getSensitiveWord(String text, int matchType) {
List words = new ArrayList();
Map now = sensitiveWordMap;
int count = 0; //初始化敏感词长度
int start = 0; //标志敏感词开始的下标
for (int i = 0; i < text.length(); i++) {
char key = text.charAt(i);
now = (Map) now.get(key);
if (now != null) { //存在
count++;
if (count ==1) {
start = i;
}
if ("1".equals(now.get("isEnd"))) { //敏感词结束
now = sensitiveWordMap; //重新获取敏感词库
words.add(text.substring(start, start + count)); //取出敏感词,添加到集合
count = 0; //初始化敏感词长度
}
} else { //不存在
now = sensitiveWordMap;//重新获取敏感词库
if (count == 1 && matchType == 1) { //不最佳匹配
count = 0;
} else if (count == 1 && matchType == 2) { //最佳匹配
words.add(text.substring(start, start + count));
count = 0;
}
}
}
return words;
}
/**
* 从文件中读取词库中的内容,将内容添加到list集合中
* @author zhiju.li
* @date 2019年4月12日 下午2:31:18
* @return
* @version 1.0
* @throws Exception
*/
@SuppressWarnings("resource")
public static List readSensitiveWordFile() throws Exception{
List list = null;
//File file = new File("msc/SensitiveWord.txt"); //读取文件
File file = new File("D:\\SensitiveWord.txt"); //读取文件
InputStreamReader read = new InputStreamReader(new FileInputStream(file),ENCODING);
try {
if(file.isFile() && file.exists()){ //文件流是否存在
list = new ArrayList();
BufferedReader bufferedReader = new BufferedReader(read);
String txt = null;
while((txt = bufferedReader.readLine()) != null){ //读取文件,将文件内容放入到set中
String[] strSplit=txt.trim().split(",");
for(String str:strSplit){
list.add(str);
}
}
}else{ //不存在抛出异常信息
throw new Exception("词库文件不存在");
}
} catch (Exception e) {
throw e;
}finally{
read.close(); //关闭文件流
}
return list;
}
}
2、敏感词过滤
package com.iflytek.dfaUtil;
import java.util.HashMap;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
/**
* @Description: 敏感词过滤
* @Project:test
* @version 1.0
*/
public class SensitivewordFilter {
@SuppressWarnings("rawtypes")
private static Map sensitiveWordMap = null;
public static int minMatchTYpe = 1; //最小匹配规则
public static int maxMatchType = 2; //最大匹配规则
private static void initSensitiveWord(List datas) {
sensitiveWordMap = SensitiveWordInit.init(datas);
}
/**
* 替换敏感字字符
* @author chenming
* @date 2014年4月20日 下午5:12:07
* @param txt
* @param matchType
* @param replaceChar 替换字符,默认*
* @version 1.0
*/
public static String replaceSensitiveWord(List datas, String txt,int matchType,String replaceChar){
if (sensitiveWordMap == null) {
initSensitiveWord(datas);
}
String resultTxt = txt;
List set = SensitiveWordInit.getSensitiveWord(txt, matchType); //获取所有的敏感词
System.out.println(set);
Iterator iterator = set.iterator();
String word = null;
String replaceString = null;
while (iterator.hasNext()) {
word = iterator.next();
replaceString = getReplaceChars(replaceChar, word.length());
resultTxt = resultTxt.replaceAll(word, replaceString);
}
return resultTxt;
}
/**
* 获取与词库中相匹配的词语
* @author chenming
* @date 2014年4月20日 下午5:12:07
* @param txt
* @param matchType
* @param replaceChar 替换字符,默认*
* @version 1.0
*/
public static List getSensitiveWord(List datas, String txt,int matchType){
if (sensitiveWordMap == null) {
initSensitiveWord(datas);
}
List list = SensitiveWordInit.getSensitiveWord(txt, matchType); //获取所有的敏感词
return list;
}
/**
* 获取替换字符串
* @author chenming
* @date 2014年4月20日 下午5:21:19
* @param replaceChar
* @param length
* @return
* @version 1.0
*/
private static String getReplaceChars(String replaceChar,int length){
String resultReplace = replaceChar;
if (length > 6) {
length = 6;
}
for(int i = 1 ; i < length ; i++){
resultReplace += replaceChar;
}
return resultReplace;
}
/**
* 添加敏感词
* @param str
*/
private static boolean addSensitiveWord(String str) {
if (sensitiveWordMap == null) {
return false;
}
Map nowMap = null;
Map newWorMap = null;
nowMap = sensitiveWordMap;
for(int i = 0 ; i < str.length() ; i++){
char keyChar = str.charAt(i); //转换成char型
Object wordMap = nowMap.get(keyChar); //获取
if(wordMap != null){ //如果存在该key,直接赋值
nowMap = (Map) wordMap;
}else{ //不存在则,则构建一个map,同时将isEnd设置为0,因为他不是最后一个
newWorMap = new HashMap();
newWorMap.put("isEnd", "0"); //不是最后一个
nowMap.put(keyChar, newWorMap);
nowMap = newWorMap;
}
if(i == str.length() - 1){
nowMap.put("isEnd", "1"); //最后一个
}
}
return true;
}
}
3、测试方法:
package com.iflytek.dfaUtil;
import java.util.List;
public class MainTest {
public static void main(String[] args) throws Exception {
//从文件中读取词库中的内容,将内容添加到list集合中
List datas= SensitiveWordInit.readSensitiveWordFile();
//初始化词库,读取敏感词库,将敏感词放入HashSet中,构建一个DFA算法模型:
SensitiveWordInit.init(datas);
//输入的字符串
String str = "你好,帮我查看下今天的天气状况信息";
//List rep = SensitivewordFilter.getSensitiveWord(datas,str,1);
String rep = SensitivewordFilter.replaceSensitiveWord(datas,str,1,"*");
System.out.println(rep);
}
}
4、效果图: 本文参考:https://blog.csdn.net/qq_32331997/article/details/73732493,在此基础上进行一些更改。