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价格识别

时间:2018-03-19 18:10:54      阅读:269      评论:0      收藏:0      [点我收藏+]

标签:汉字   col   static   closed   商品   tools   ++   key   tip   

最近有个小需求:处理讯飞语音录入内容,解析其中的价格和商品名称。代码写得比较乱,做个小笔记。



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package me.ele.napos.goods.api.processor.transformers.tools;

import me.ele.arch.etrace.common.util.StringUtils;
import me.ele.napos.goods.api.descriptor.exceptions.InvalidParameterException;
import me.ele.napos.goods.api.processor.transformers.MenuDataTransformer;
import me.ele.napos.vine.Vine;
import me.ele.napos.vine.base.logger.Logger;
import me.ele.napos.vine.descriptor.payload.exception.ServiceException;

import java.lang.reflect.Array;
import java.math.BigDecimal;
import java.math.RoundingMode;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

public class VoicePriceRecognition {

    private final static String NOT_HAS_PRICE_CONTENT="no price";
    //private static final Logger vineLogger = Vine.getLogger(VoicePriceRecognition.class);

    //private static final Character[] PRICE_UNIT = {‘元‘,‘块‘,‘角‘,‘毛‘,‘分‘};
    private static final Character[] CN_NUMERIC = { ‘一‘, ‘二‘, ‘三‘, ‘四‘, ‘五‘,
            ‘六‘, ‘七‘, ‘八‘, ‘九‘, ‘壹‘, ‘贰‘, ‘叁‘, ‘肆‘, ‘伍‘, ‘陆‘, ‘柒‘, ‘捌‘, ‘玖‘,
            ‘十‘, ‘百‘, ‘千‘, ‘拾‘, ‘佰‘, ‘仟‘,
            ‘万‘, ‘亿‘,
            // ‘○‘, ‘O‘,
            ‘零‘ };
    private static final Character[] EN_NUMERIC = {‘0‘,‘1‘,‘2‘,‘3‘,‘4‘,‘5‘,‘6‘,‘7‘,‘8‘,‘9‘};

    private static final String BASE_UNIT_YUAN = "元";
    private static final String BASE_UNIT_KUAI = "块";
    private static final String BASE_UNIT_JIAO = "角";
    private static final String BASE_UNIT_MAO = "毛";
    private static final String BASE_UNIT_FEN = "分";
    private static Map<Character, Integer> cnNumeric = null;
    private static Map<Character, Integer> enNumeric = null;

    static {
        cnNumeric = new HashMap<Character, Integer>(40, 0.85f);
        for (int j = 0; j < 9; j++) {
            cnNumeric.put(CN_NUMERIC[j] , j + 1);
        }
        for (int j = 9; j < 18; j++) {
            cnNumeric.put(CN_NUMERIC[j] , j - 8);
        }
        cnNumeric.put(‘两‘, 2);
        cnNumeric.put(‘零‘, 0);
        cnNumeric.put(‘十‘, 10);
        cnNumeric.put(‘拾‘, 10);
        cnNumeric.put(‘百‘, 100);
        cnNumeric.put(‘佰‘, 100);
        cnNumeric.put(‘千‘, 1000);
        cnNumeric.put(‘仟‘, 1000);
        cnNumeric.put(‘万‘, 10000);
        cnNumeric.put(‘亿‘, 100000000);
        for(int i=0;i<EN_NUMERIC.length;i++){
            cnNumeric.put(EN_NUMERIC[i],i);
        }
    }
    private static void commonRecognition(String voiceContent,String baseStr, Map<String,String> result) throws ServiceException {
        String itemName;
        StringBuffer priceContent = new StringBuffer();
        int baseIndex = voiceContent.lastIndexOf(baseStr);
        if(baseIndex == 0){
            throw new InvalidParameterException("NOT_HAS_NAME", "no price");
        }
        //处理块 或 元 之前是 数字或者点 如 1234.5块(元),从块开始 倒着 一位一位的判断是否属于数字或者汉字数字直到非的那一位停止
        int baseIndex_ = baseIndex;
        if(Character.isDigit(voiceContent.charAt(baseIndex-1))){
            while (baseIndex >0 && (Character.isDigit(voiceContent.charAt(--baseIndex))||‘.‘ ==voiceContent.charAt(baseIndex))){
                priceContent.insert(0,voiceContent.charAt(baseIndex));
            }
            result.put("type","number");
        }
        //处理块 或 元 之前是 是汉字 如 一千二百元点五块(元)
        else {
            if(cnNumeric.containsKey(voiceContent.charAt(baseIndex-1))){
                while (baseIndex >0 && (cnNumeric.containsKey(voiceContent.charAt(--baseIndex))||‘点‘ == voiceContent.charAt(baseIndex))){
                    priceContent.insert(0,voiceContent.charAt(baseIndex));
                }
            }
            result.put("type","cn");
        }
        //如果是汉字和数字的混合体 如 一百元56毛柒捌分
        if(baseIndex==0 && cnNumeric.containsKey(voiceContent.charAt(baseIndex))){
            throw new InvalidParameterException("NOT_HAS_NAME", "no price");
        }
        itemName = voiceContent.substring(0,baseIndex+1);
        result.put("name",itemName);
        priceContent.append(voiceContent.substring(baseIndex_,voiceContent.length()));
        if(priceContent.length() <2){
            throw new InvalidParameterException("NOT_HAS_PRICE",NOT_HAS_PRICE_CONTENT);
        }
        result.put("price",priceContent.toString());
        getPrice(result);
        System.out.println(result);
    }

    private static void getPrice( Map<String,String> result) throws ServiceException {
        //按照规则 将部分字符替换
       String price =  result.get("price");

      /* StringBuffer sb = new StringBuffer(price);
       while(price.indexOf(‘零‘) >-1){
           sb.deleteCharAt(price.indexOf(‘零‘));
           price = sb.toString();
       }*/
       price = price
               .replace("块","元")
               .replace("毛","角")
               .replace(‘佰‘, ‘百‘)
               .replace(‘仟‘, ‘千‘)
               .replace(‘拾‘, ‘十‘)
               .replace(‘零‘, ‘ ‘)
               .replace("两","二").trim();
        result.put("price",price);
       //检验是否具有价格语义
        checkemanticAndSetPrice(result);
    }

    /**
     * 只针对千元进行校验,如果以后扩展到万  需要对万之前的特殊校验,beforeWan ,beforeYi
     * @param beforeYuan
     * @throws InvalidParameterException
     */
    private static void checkBeforeYuan(String  beforeYuan) throws InvalidParameterException {
        if(beforeYuan == null || beforeYuan.length()<1 || "".equals(beforeYuan)){
            return;
        }
        boolean invalid =
                beforeYuan.split("百").length >2 ||
                beforeYuan.split("千").length >2 ||
                beforeYuan.split("十").length >2 ||
                beforeYuan.split("零").length >2;
        if(invalid){
            throw new InvalidParameterException("价格无法识别:"+beforeYuan);
        }
    }
    private static void checkemanticAndSetPrice( Map<String,String> result) throws ServiceException {

        String targePrice = result.get("price");

        //检验单位顺序 和单位之间的值
        //1.单位个数是否都为1 如 元 角 分 是否只有一次而且顺序从小到大。按单位分出区间,各个数字区间是否是大小顺序排列。
        char[] targetPriceChars = targePrice.toCharArray();
        int yuanSum = 0;
        int jiaoSum = 0;
        int fenSum = 0;
        for(char s:targetPriceChars){
            if(‘元‘ == s){
                yuanSum ++;
            }
            if(‘角‘ == s){
                jiaoSum ++;
            }
            if(‘分‘ == s){
                fenSum ++;
            }
        }
        //String [] yuanSplit = targePrice.split("元");
        //String [] jiaoSplit = targePrice.split("角");
        //String [] fenSplit = targePrice.split("分");

        int yuanIndex = targePrice.lastIndexOf(‘元‘);
        int jiaoIndex = targePrice.lastIndexOf(‘角‘);
        int fenIndex = targePrice.lastIndexOf(‘分‘);
        int invalidLength = 2;
        if(yuanSum>=invalidLength || jiaoSum>=invalidLength || fenSum>=invalidLength){
            throw new InvalidParameterException("价格无法识别:"+targePrice);
        }
        boolean shunXu = (yuanIndex > jiaoIndex &&jiaoIndex>-1) || (jiaoIndex >fenIndex && fenIndex > -1) || (yuanIndex >fenIndex && fenIndex>-1);
        if(shunXu){
            throw new InvalidParameterException("价格无法识别:"+targePrice);
        }
        //用于判断是否是最后一位
        boolean last = false;
        int lastIndex = 0;
        String beforeYuan=null;
        String betweenYuanAndJiao=null;
        String betweenJiaoAndFen = null;
        String afterCnDian = null;
        boolean has_dian=false;
        StringBuffer newPrice =new StringBuffer();
        if(yuanIndex > -1){
            beforeYuan= targePrice.substring(0,yuanIndex);
            if(beforeYuan.contains("点")){
                int dianIndex = beforeYuan.lastIndexOf(‘点‘);
                if(dianIndex > -1){
                    afterCnDian = beforeYuan.substring(dianIndex+1);
                    beforeYuan = beforeYuan.substring(0,dianIndex);
                }
            }
            newPrice.append(beforeYuan).append("元");
            lastIndex = yuanIndex;
        }
        //beforeyuan需要校验 计量单位 千  百  十 零 是否有多个
        checkBeforeYuan(beforeYuan);
        if(jiaoIndex > -1){
            betweenYuanAndJiao = targePrice.substring(yuanIndex+1,jiaoIndex).trim();
            lastIndex = jiaoIndex;
        }
        if(fenIndex > -1){
            betweenJiaoAndFen = targePrice.substring(jiaoIndex >-1 ?jiaoIndex+1:yuanIndex+1,fenIndex).trim();
            lastIndex = fenIndex;
        }
        Double lastedPrice = 0D;
        //如果不相等 说明最后还存在没有货币单位的数字存在
        if(lastIndex+1 != targePrice.length()){
            String lastStr = targePrice.substring(lastIndex+1,targePrice.length());
            if(lastStr.length() >1){
                lastStr = lastStr.substring(0,1);
            }
            //如果是数字 ,如果是可识别为数字的的汉字
            if(isCNNumeric(lastStr.charAt(0))>-1){
                if(‘元‘ == targePrice.charAt(lastIndex)){
                        lastedPrice = 0.1*Double.valueOf(isCNNumeric(lastStr.charAt(0)));
                }
                if(‘角‘ == targePrice.charAt(lastIndex)){
                    lastedPrice = 0.01*Double.valueOf(isCNNumeric(lastStr.charAt(0)));
                }
                if(‘分‘ == targePrice.charAt(lastIndex)){
                    lastedPrice =0D;
                }
            }

            last = true;
        }

        //重新拼写价格
        if(betweenYuanAndJiao !=null && betweenYuanAndJiao.length()>1){
            betweenYuanAndJiao = betweenYuanAndJiao.substring(0,1);
            newPrice.append(betweenYuanAndJiao).append("角");
        }
        if(betweenJiaoAndFen != null && betweenJiaoAndFen.length()>1){
            betweenJiaoAndFen = betweenJiaoAndFen.substring(0,1);
            newPrice.append(betweenJiaoAndFen).append("分");
        }
        if(last){
            newPrice.append(targePrice.substring(lastIndex,targePrice.length()));
        }

        result.put("price",newPrice.toString());

        Double beforeYuanPrice = 0D;
        if(yuanIndex > -1){
            if("cn".equals(result.get("type"))){

                beforeYuanPrice = Double.valueOf(cnNumericToArabic(beforeYuan));

            }else if("number".equals(result.get("type"))){
                try {
                    beforeYuanPrice = Double.valueOf(beforeYuan);
                }catch (NumberFormatException e){
                    throw new InvalidParameterException("价格解析错误,无效价格");
                }
            }else if("mixed".equals(result.get("type"))){

            }
        }
        BigDecimal bigDecimal = new BigDecimal(beforeYuanPrice.toString());
        if(betweenYuanAndJiao != null && !"".equals(betweenYuanAndJiao)  && isCNNumeric(betweenYuanAndJiao.charAt(0)) >-1){
            bigDecimal = bigDecimal.add(BigDecimal.valueOf(isCNNumeric(betweenYuanAndJiao.charAt(0))).multiply(BigDecimal.valueOf(0.1D)));
        }
        if(betweenJiaoAndFen != null && !"".equals(betweenYuanAndJiao) &&isCNNumeric(betweenJiaoAndFen.charAt(0)) >-1){
            bigDecimal = bigDecimal.add(BigDecimal.valueOf(isCNNumeric(betweenJiaoAndFen.charAt(0))).multiply(BigDecimal.valueOf(0.01D)));
        }
        bigDecimal = bigDecimal.add(new BigDecimal(String.valueOf(lastedPrice)));
        //如果‘点‘ 存在,处理点后面的。//解析两位 角 分
        BigDecimal afterCnDianPrice = null;
        if(afterCnDian != null){

            if(afterCnDian.length()>1){
                char jiao = afterCnDian.charAt(0);
                char fen = afterCnDian.charAt(1);
                afterCnDianPrice=  BigDecimal.valueOf(0.1).multiply(BigDecimal.valueOf(isCNNumeric(jiao))).add(BigDecimal.valueOf(0.01).multiply(BigDecimal.valueOf(isCNNumeric(fen))));

            }
            if(afterCnDian.length()==1){
               char jiao = afterCnDian.charAt(0);
               afterCnDianPrice =  BigDecimal.valueOf(0.1).multiply(BigDecimal.valueOf(isCNNumeric(jiao)));
            }
        }
        if(afterCnDianPrice != null){
            bigDecimal = bigDecimal.add(afterCnDianPrice);
        }
        bigDecimal =  bigDecimal.setScale(2, BigDecimal.ROUND_HALF_DOWN);
        result.put("price",String.valueOf(bigDecimal));
    }
    private static int cnNumericToArabic(String cnn) {

        cnn = cnn.trim();
        if (cnn.length() == 1) {
            return isCNNumeric(cnn.charAt(0));
        }
        int yi = -1, wan = -1, qian = -1, bai = -1, shi = -1;
        int val = 0;
        yi = cnn.lastIndexOf(‘亿‘);
        if (yi > -1) {
            val += cnNumericToArabic(cnn.substring(0, yi)) * 100000000;
            if (yi < cnn.length() - 1) {
                cnn = cnn.substring(yi + 1 , cnn.length());
            } else {
                cnn = "";
            }

            if (cnn.length() == 1) {
                int arbic = isCNNumeric(cnn.charAt(0));
                if (arbic <= 10) {
                    val += arbic * 10000000;
                }
                cnn = "";
            }
        }

        wan = cnn.lastIndexOf(‘万‘);
        if (wan > -1) {
            val += cnNumericToArabic(cnn.substring(0, wan)) * 10000;
            if (wan < cnn.length() - 1) {
                cnn = cnn.substring(wan + 1 , cnn.length());
            } else {
                cnn = "";
            }
            if (cnn.length() == 1) {
                int arbic = isCNNumeric(cnn.charAt(0));
                if (arbic <= 10) {
                    val += arbic * 1000;
                }
                cnn = "";
            }
        }

        qian = cnn.lastIndexOf(‘千‘);
        if (qian > -1) {
            val += cnNumericToArabic(cnn.substring(0, qian)) * 1000;
            if (qian < cnn.length() - 1) {
                cnn = cnn.substring(qian + 1 , cnn.length());
            } else {
                cnn = "";
            }
            if (cnn.length() == 1) {
                int arbic = isCNNumeric(cnn.charAt(0));
                if (arbic <= 10) {
                    val += arbic * 100;
                }
                cnn = "";
            }
        }

        bai = cnn.lastIndexOf(‘百‘);
        if (bai > -1) {
            val += cnNumericToArabic(cnn.substring(0, bai)) * 100;
            if (bai < cnn.length() - 1) {
                cnn = cnn.substring(bai + 1 , cnn.length());
            } else {
                cnn = "";
            }
            if (cnn.length() == 1) {
                int arbic = isCNNumeric(cnn.charAt(0));
                if (arbic <= 10) {
                    val += arbic * 10;
                }
                cnn = "";
            }
        }

        shi = cnn.lastIndexOf(‘十‘);
        if (shi > -1) {
            if (shi == 0) {
                val += 1 * 10;
            } else {
                val += cnNumericToArabic(cnn.substring(0 , shi)) * 10;
            }
            if (shi < cnn.length() - 1) {
                cnn = cnn.substring(shi + 1 , cnn.length());
            } else {
                cnn = "";
            }
        }

        cnn = cnn.trim();
        //特殊处理 如 三三三元 处理成为3元,也可以理解为处理成为三百三十三元。
       if(cnn.length()>1){
            cnn = cnn.substring(0,1);
        }
        for (int j = 0; j < cnn.length(); j++) {
            val += isCNNumeric(cnn.charAt(j))
                    * Math.pow(10 , cnn.length() - j - 1);
        }

        return val;
    }
    private static int isCNNumeric(char c) {
        Integer i = cnNumeric.get(c);
        if (i == null) {
            return -1;
        }
        return i.intValue();
    }

    private static int isENNumeric(char c) {
        Integer i = enNumeric.get(c);
        if (i == null) {
            return -1;
        }
        return i.intValue();
    }

    public static Map<String,String> priceRecognition(String voiceContent) throws ServiceException {
        //1.非空 verify
        //vineLogger.info("获取语音输入内容:"+voiceContent);
        Map<String,String> result = new HashMap<>();
        result.put("voiceContent",voiceContent);
        if(StringUtils.isEmpty(voiceContent)){
            throw new InvalidParameterException("NOT_HAS_PRICE",NOT_HAS_PRICE_CONTENT);
        }

        //2.识别价格区间
        //按照块 和 元 进行基准位置,如果没有块或者元,按照角,毛,分进行
        if(voiceContent.contains(BASE_UNIT_YUAN)){
            commonRecognition(voiceContent,BASE_UNIT_YUAN,result);
        } else if(voiceContent.contains(BASE_UNIT_KUAI)){
            commonRecognition(voiceContent,BASE_UNIT_KUAI,result);
        } else if(voiceContent.contains(BASE_UNIT_MAO)){
            commonRecognition(voiceContent,BASE_UNIT_MAO,result);
        }else if(voiceContent.contains(BASE_UNIT_JIAO)){
            commonRecognition(voiceContent,BASE_UNIT_JIAO,result);
        }else if(voiceContent.contains(BASE_UNIT_FEN)){
            commonRecognition(voiceContent,BASE_UNIT_FEN,result);
        }else {
            //不存在价格
            commonRecognition(voiceContent+"元",BASE_UNIT_YUAN,result);
            //throw new InvalidParameterException("NOT_HAS_PRICE",NOT_HAS_PRICE_CONTENT);
        }

        return result;
    }

    public static void main (String[] args) throws ServiceException {
        String s0 = "毛血旺28";//"毛豆炸酱煲仔饭14";
        String s1 = "醋0.5元";
        String s2 = "西红柿2金一千二百块二分";
        String s4 = "西红柿2金12.4元";
        String s5 = "西红柿2金2222212.42222块";
        String s6 = "西红柿2金一百元56毛柒捌分";
        String s7 = "红烧肉一百一百五十五十元五十毛柒捌分";
        String s8 = "手抓饼一二千三四百五六十七八元一二毛三四分";
        String s9 = "一千二百三十四元五毛六分";
        List<String> sb = new ArrayList<>(9);
        sb.add(s0);
        sb.add(s1);
        sb.add(s2);
        sb.add(s4);
        sb.add(s5);
        sb.add(s6);
        sb.add(s7);
        sb.add(s8);
        sb.add(s9);
        for(String s:sb){
            try {
                priceRecognition(s);
            }catch (Exception e){
                e.printStackTrace();
            }
        }
    }
}
View Code

 

价格识别

标签:汉字   col   static   closed   商品   tools   ++   key   tip   

原文地址:https://www.cnblogs.com/luoluoshidafu/p/8603674.html

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