bladex/blade-service/blade-manager/src/main/java/com/mixsmart/utils/FormulaUtils.java

package com.mixsmart.utils;


import cn.hutool.log.StaticLog;
import com.jfireel.expression.Expression;
import org.apache.poi.hssf.usermodel.HSSFDataFormatter;
import org.apache.poi.openxml4j.exceptions.InvalidFormatException;
import org.apache.poi.ss.usermodel.*;
import java.awt.Color;
import org.jfree.chart.ChartFactory;
import org.jfree.chart.ChartPanel;
import org.jfree.chart.ChartUtils;
import org.jfree.chart.JFreeChart;
import org.jfree.chart.axis.NumberAxis;
import org.jfree.chart.axis.NumberTickUnit;
import org.jfree.chart.plot.PlotOrientation;
import org.jfree.chart.plot.ValueMarker;
import org.jfree.chart.plot.XYPlot;
import org.jfree.chart.renderer.xy.XYSplineRenderer;
import org.jfree.chart.title.TextTitle;
import org.jfree.data.xy.XYSeries;
import org.jfree.data.xy.XYSeriesCollection;
import org.jsoup.Jsoup;
import org.jsoup.nodes.Document;
import org.springblade.common.utils.BaseUtils;
import org.springblade.core.tool.utils.CollectionUtil;
import org.springblade.core.tool.utils.Func;
import org.springblade.core.tool.utils.IoUtil;
import org.springblade.core.tool.utils.StringPool;
import org.springblade.manager.dto.Coords;
import org.springblade.manager.dto.ElementData;
import org.springblade.manager.dto.FormData;
import org.springblade.manager.dto.LocalVariable;
import org.springblade.manager.entity.Formula;
import org.springblade.manager.utils.FileUtils;

import java.awt.*;
import java.awt.Font;
import java.awt.Shape;
import java.awt.geom.Ellipse2D;
import java.io.*;

import java.nio.charset.StandardCharsets;
import java.security.MessageDigest;
import java.security.NoSuchAlgorithmException;
import java.util.*;
import java.util.List;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
import java.util.stream.Collectors;
import java.util.stream.IntStream;
import java.util.stream.Stream;

import static java.util.regex.Pattern.*;


/**
 * @author yangyj
 * @Date 2022/7/14 15:55
 * @description TODO
 */
public class FormulaUtils {
    public static Map<String,Object> triangleSquare(Object ranges){
        Map<String,Object> map =new HashMap<>();
        if(StringUtils.isEmpty(ranges)){
            //z的默认取值范围
            ranges="(0,15)";
        }
        Matcher m = RegexUtils.matcher("(\\-?\\d+)(\\D)(\\+?\\d+)",ranges.toString());
        if(m.find()) {
            System.out.println();
            int min = StringUtils.handObj2Integer(m.group(1));
            int max = StringUtils.handObj2Integer(m.group(3));
            Integer[] r = pythagorean(min, max);
            map.put("X", String.valueOf(r[0]));
            map.put("Y", String.valueOf(r[1]));
            map.put("Z", String.valueOf(r[2]));
        }
        return map;
    }

    /**
     * @Description  字符串相似度
     * @Param [s1, s2]
     * @return double
     * @Author yangyj
     * @Date 2023.04.12 18:01
     **/
    public static double getJaccardSimilarity(String s1, String s2) {

        Set<Character> set1 = new HashSet<>();
        Set<Character> set2 = new HashSet<>();

        for (char c : s1.toCharArray()) {
            set1.add(c);
        }

        for (char c : s2.toCharArray()) {
            set2.add(c);
        }

        Set<Character> intersection = new HashSet<>(set1);
        intersection.retainAll(set2);

        Set<Character> union = new HashSet<>(set1);
        union.addAll(set2);

        return (double) intersection.size() / union.size();
    }

    public static  Double similarity(String s1,String s2){
        return getJaccardSimilarity(parseItemName(s1),parseItemName(s2));
    }



    /**
     * result[0]^2+result[1]^2=result[2]^2  result[] 元素均为正整数
     */
    public static Integer[] pythagorean(Integer min,Integer max){
        Integer[] result = null;
        List<Integer[]> list = new ArrayList<>();
        for(int i=1;i<=max;i++){
            for(int j=1;j<=max;j++){
                double tmp = Math.sqrt(Math.pow(i,2)+Math.pow(j,2));
                int z= (int) Math.round(tmp);

                if(min<z&&z<=max){
                    Integer[] arr = new Integer[]{ i,j,z};
                    list.add(arr);
                }
            }
        }
        if(ListUtils.isNotEmpty(list)){
            Random rm = new Random();
            result = list.get(rm.nextInt(list.size()));
        }
        return result;
    }


    /*public static void main(String[] args) {
        FormData fd = new FormData();
        fd.setEName("1111");
        List<ElementData> list = new ArrayList<>();
        list.add(new ElementData(1,1,1));
        test(fd);
        System.out.println(fd.getEName());
    }*/



    public  static void write(FormData fd, Object data,Boolean nullOrBlank ){
        if(Func.isEmpty(fd.getValues())){
            /*无定位信息不写入*/
            return;
        }
        try {
            /*一个单元格且存在多张，全部设置为自动拓展 20230816*/
            if(fd.getCoordsList().size()==1&&fd.getValues().size()>1&&fd.getFormula()!=null){
                fd.getFormula().setOutm(Formula.FULL);
            }
            /*写入前清空内容*/
            fd.getValues().forEach(t->t.setValue(null));
            if(data instanceof List){
                List<Object> values = (List<Object>) data;
                if(!nullOrBlank){
                    values=values.stream().filter(StringUtils::isNotEmpty).collect(Collectors.toList());
                }
                if(values.size()>fd.getValues().size()){
                    /*当生成的数据超过实际容量的时候，会自动追加页数*/
                    if(fd.getCoordsList().size()==1){
                        if(values.stream().filter(CustomFunction::containsZH).anyMatch(e->e.toString().contains("\n"))){
                            fd.getValues().get(0).setValue(values.stream().filter(Objects::nonNull).map(Object::toString).collect(Collectors.joining()));
                        }else{
                            /*日期类型的元素只获取最后一个非空*/
                            if(StringUtils.isEquals(4,fd.getEType())){
                                fd.getValues().get(0).setValue(values.stream().filter(StringUtils::isNotEmpty).reduce((first, second) -> second).orElse(null));
                            }else{
                                fd.getValues().get(0).setValue(values.stream().map(StringUtils::handleNull).collect(Collectors.joining("、")));
                            }
                        }
                    }else{
                        // copy(fd,values);
                        for(int n=0;n<fd.getValues().size();n++){
                            fd.getValues().get(n).setValue(values.get(n));
                        }
                        List<Object> overList=values.stream().skip(fd.getValues().size()).collect(Collectors.toList());
                        List<Coords> coordsList = fd.getCoordsList();
                        int addPage=(int)Math.ceil((double)overList.size()/(double)coordsList.size());
                        fd.setAddPages(addPage);
                        ElementData last =fd.getValues().get(fd.getValues().size()-1);
                        int indexBase=last.getIndex()+1;
                        List<ElementData> addList= new ArrayList<>();
                        for(int i=0;i<addPage;i++){
                            for(int j=0;j<coordsList.size();j++){
                                /*超页就尽管写进去，格式化阶段再加表*/
                                Coords coords = coordsList.get(j);
                                Object v=null;
                                int st=i*coordsList.size()+j;
                                if(st<overList.size()){
                                    v= overList.get(st);
                                }
                                addList.add(new ElementData(indexBase+i,last.getGroupId(),v,coords.getX(),coords.getY()));
                            }
                        }
                        fd.getValues().addAll(addList);
                    }

                }else{
                    for(int n=0;n<values.size();n++){
                        fd.getValues().get(n).setValue(values.get(n));
                    }
                }
            }else{
                if(Formula.FULL.equals(fd.getFormula().getOutm())){
                    /*填充策略*/
                    fd.getValues().forEach(e->e.setValue(data));
                }else{
                    fd.getValues().get(0).setValue(data);
                }
            }
            fd.setUpdate(1);
        }catch (Exception e){
            e.printStackTrace();
        }
    }


    /**从元素名称中解析项目名称，细化项目匹配用*/
    public static  String parseItemName(String eName){
        if (StringUtils.isEmpty(eName)) {
            return eName;
        }

        String str = eName.replaceAll("\\s", "");
        Pattern pattern = compile("[(（_]");
        String[] candidate = pattern.split(str);

        String regex = "[^\\u4e00-\\u9fa5]+";
        Pattern p = compile(regex);

        return Arrays.stream(candidate)
                .filter(s -> !isContainKeywords(s))
                .map(s -> filterString(s, p))
                .collect(Collectors.joining());
    }

    /*A15检查内容专用*/
    public static  String checkItemName(String eName){
        if (StringUtils.isEmpty(eName)) {
            return eName;
        }
        /*分割字符串，选取第一个匹配的子串*/
        String str = eName.replaceAll("\\s", "");
        Pattern pattern = compile("[(（_]");
        String[] candidate = pattern.split(str);
        String regex = "[^\\u4e00-\\u9fa5]+";
        return Arrays.stream(candidate).map(s->s.replaceAll(regex,"")).distinct().filter(StringUtils::isNotEmpty).filter(s->!isContainKeywords2(s)).findFirst().orElse("");
    }

    private static String filterString(String s, Pattern p) {
        s=s.replaceAll("【[^【】]+】","");
        Matcher matcher = p.matcher(s);
        return matcher.replaceAll("").replaceAll(getRegex(), "").replaceAll("(设计|合格).*","");
    }
    private static String getRegex() {
        return "(在合格标准内|满足设计要求|质量评定|评定|判定|项目|总数|抽测|实测|偏差|尺量)";
    }


    private static boolean isContainKeywords(String s) {
        List<String> keywords = Arrays.asList( "：", "个","附录","抽查","测","求","小于","大于","检查","仪","按","不","各","记录","且","规定","值或实");
        return keywords.stream().anyMatch(s::contains);
    }
    private static boolean isContainKeywords2(String s) {
        List<String> keywords = Arrays.asList( "实测项目");
        return keywords.stream().anyMatch(s::contains);
    }

    /*回归·测试变量*/
    public static List<String> itemNames =Arrays.asList(
            ""
            ,"压 实 度 (%)下路床 特重、极重交通荷载等级 设计值"
            ,"1△_压 实 度 (%)_下路床_轻、中及重交通 荷载等级_0.3m～0.8m_≧96_≧95_≧94_实测值或实测偏差值"
            ,"1△_压 实 度 (%)_下路提_轻、中及重交通 荷载等级_&gt;1.5m_≧93_≧92_≧90_实测值或实测偏差值"
            ,"1△_压 实 度 (%)_上路提_轻、中及重交通 荷载等级_0.8m～1.5m_≧94_≧94_≧93_实测值或实测偏差值"
            ,"压 实 度 (%)下路提 轻、中及重交通荷载等级 设计值"
            ,"压 实 度 (%)下路床 特重、极重交通荷载等级 合格率"
            ,"压 实 度 (%)下路提 轻、中及重交通荷载等级\t合格率"
            ,"5△_保护层 厚度 (mm)_基础、锚碇、墩台身、墩柱_±10_实测值或实测偏差值"
            ,"钢筋骨架尺寸宽、高或直径 (mm)_尺量：按骨架总数30%抽测_±5_实测值或实测偏差值"
            ,"钢筋骨架尺寸长 (mm)_±10_尺量：按骨架总数30%抽测_实测值或实测偏差值"
            , "受力钢筋间距 (mm)同排 梁、板、拱肋及拱上建筑	设计值"
            ,"受力钢筋间距 (mm)同排 梁、板、拱肋及拱上建筑	合格率"
            ," 箍筋、构造钢筋、螺旋筋间距(mm)	设计值"
            ,"箍筋、构造钢筋、螺旋筋间距(mm)	合格率"
            ,"实测项目_桩位 （mm）_群桩_≤100_质量评定_合格判定"
            ,"实测项目_桩位 （mm）_群桩_≤100_实测值或实测偏差值"
            ,"实测项目_桩位 （mm）_排架桩_实测值或实测偏差值"
            ,"实测项目_桩位 （mm）_排架桩_质量评定_合格判定"
            ,"实测项目_桩位 （mm）_群桩_≤100_质量评定_合格率(%)"
            ,"实测项目_桩位 （mm）_排架桩_质量评定_合格率(%)"
            ,"3△_支座高程（mm）_满足设计要求；设 计未要求时±5_水准仪：测每支座中心线_实测值或实测偏差值"
            ,"基底承载力(KPa)_不小于设计_直观或动力触探试验_实测值或实测偏差值"
            ,"实 测 项 目_花卉数量_满足设计要求_实测值或实测偏差值"
            ,"实 测 项 目_2△_草坪、草本地被覆盖率（%）_取弃土场绿 地_≥90_实测值或实测偏差值"
            ,"轴线偏位（mm）_全站仪：20m检查3点_实测值或实测偏差值"
            ,"1△_基材混合物喷射厚度(mm)_设计厚度±10_实测值或实测偏差值"
            ,"1△_混凝土强度 （MPA)_在合格标准内_按附录D检查_实测值或实测偏差值"
            ,"边坡坡度_不陡于设计值_水准仪：每200m测2点，且不少于5点_实测值或实测偏差值"
            ,"几何尺寸（mm）_±50_尺量：长、宽、高、壁厚各2点_实测值或实测偏差值"
            ,"4△_桩长（mm）_不小于设计_查施工记录_实测值或偏差值"
            ,"单桩每延米喷粉 （浆）量_不小于设计_查施工记录_实测值或偏差值"
            ,"搭接宽度(mm)_≥150【纵向】_尺量：抽查2%_实测值或实测偏差值",
            "搭接宽度(mm)_≥50(横向)_尺量：抽查2%_实测值或实测偏差值"
            ,"竖直度（mm）_挖孔桩_0.5%桩长，且≤200_铅锤线：每桩检测_实测值或实测偏差值"
            , "2△_压浆压力值 （Mpa）_满足施工技术 规范规定_查油压表读书;每管道检查_实测值或实测偏差值"
            , "基底承载力(KPa)_不小于设计_实测值或实测偏差值"
            ,"1△_受力钢筋间距 (mm)_两排以上间距_±5_实测值或实测偏差值"
    );

/*    public static void main(String[] args) {
     //   itemNames.stream().map(FormulaUtils::parseItemName).forEach(System.out::println);
        itemNames.stream().map(FormulaUtils::checkItemName).forEach(System.out::println);
    }*/





    public static Object getValue(Cell cell) {
        if (cell != null) {
            switch (cell.getCellTypeEnum()) {
                case STRING:
                    return cell.getStringCellValue() == null ? null : cell.getStringCellValue().trim();
                case NUMERIC:
                    HSSFDataFormatter dataFormatter = new HSSFDataFormatter();
                    return dataFormatter.formatCellValue(cell);
                case BOOLEAN:
                    return cell.getBooleanCellValue();
                case ERROR:
                    return cell.getErrorCellValue();
                case FORMULA:
                    try {
                        return cell.getStringCellValue();
                    } catch (IllegalStateException e) {
                        return cell.getNumericCellValue();
                    }
                default:
                    cell.setCellType(CellType.STRING);
                    return cell.getStringCellValue() == null ? null : cell.getStringCellValue().trim();
            }
        }
        return null;
    }

    public static List<ElementData> getElementDataList(String coords,String values){
        if(StringUtils.isNotEmpty(coords,values)){
            List<Coords> coordsList = Stream.of(coords).flatMap(s -> Arrays.stream(s.split(";"))).map(s -> {
                String[] xy = s.split("_");
                return new Coords(xy[1], xy[0]);
            }).collect(Collectors.toList());
            return str2ElementData(values,coordsList,null,null);
        }
        return Collections.emptyList();
    }
    public static List<ElementData> str2ElementData(String pg, List<Coords> coordsList ,String code,Integer index){
        List<ElementData> eds = new ArrayList<>();
        if(StringUtils.isNotEmpty(pg)&&ListUtils.isNotEmpty(coordsList)) {
            if(code==null){
                code="code";
            }
            if(index==null){
                index=1;
            }
            String[] val = pg.split("☆");
            Map<String, Object> tmpMap = new LinkedHashMap<>();
            for (String s : val) {
                String[] t = s.split("_\\^_");
                String[] c = t[1].split("_");
                tmpMap.put(StringUtils.join(code, 0, index, Func.toInt(c[1]), Func.toInt(c[0]), StringPool.AT), t[0]);
            }
            for (Coords c : coordsList) {
                Object data = null;
                String key = StringUtils.join(code, 0, index, c.getX(), c.getY(), StringPool.AT);
                if (tmpMap.containsKey(key)) {
                    data = tmpMap.get(key);
                }
                eds.add(new ElementData(index, 0, data, c.getX(), c.getY()));
            }
        }
        return eds;
    }

    /**
     * @Description  Poi 动态执行公式 测试
     * @Param [url]
     * @Author yangyj
     * @Date 2023.05.05 14:28
     **/
    public static void evaluateFormulaCell(String url)  {
        try {
            url="C:/Users/yangyj/Desktop/test.xlsx";
            Workbook workbook = WorkbookFactory.create(new File(url));
            Sheet sheet = workbook.getSheetAt(0);
            Cell cell = sheet.getRow(0).getCell(0);
            FormulaEvaluator evaluator = workbook.getCreationHelper().createFormulaEvaluator();
            CellType cellType = evaluator.evaluateFormulaCellEnum(cell);
            if (cellType == CellType.NUMERIC) {
                double value = cell.getNumericCellValue();
                System.out.println("公式计算结果：" + value);
            } else if (cellType == CellType.STRING) {
                String value = cell.getStringCellValue();
                System.out.println("公式计算结果：" + value);
            }
            cell.setCellFormula("B1+C1+D1");
            evaluator.clearAllCachedResultValues();
            cellType = evaluator.evaluateFormulaCellEnum(cell);
            if (cellType == CellType.NUMERIC) {
                double value = cell.getNumericCellValue();
                System.out.println("公式计算结果：" + value);
            } else if (cellType == CellType.STRING) {
                String value = cell.getStringCellValue();
                System.out.println("公式计算结果：" + value);
            }
        }catch (IOException | InvalidFormatException e){
            e.printStackTrace();
        }
    }

    public static Map<String, String> getElementCell(String uri){
        return getElementCell(uri,null);
    }
    public static Map<String, String> getElementCell(String uri,String key) {
        try {
            InputStream inputStreamByUrl = FileUtils.getInputStreamByUrl(uri);
            String filter=" [keyname]";
            if(Func.isNotBlank(key)){
                filter="[keyname^="+key+"__]";
            }
            Document document=Jsoup.parse(IoUtil.readToString(inputStreamByUrl));
            Map<String,String> result= document
                    .select("table").first()
                    .select(filter).stream()
                    .map(d -> d.attr("keyname")).filter(StringUtils::isNotEmpty).map(e -> e.split("__"))
                    .collect(
                            Collectors.toMap(
                                    b -> b[0],
                                    b -> b[1],
                                    (v1, v2) -> v1 + ";" + v2
                            )
                    );
            if(result.size()>0){
                for(Map.Entry<String,String> entry:result.entrySet()){
                    entry.setValue(FormulaUtils.coordsSorted(entry.getValue()));
                }
            }
            return result;
        }catch (Exception e){
            e.printStackTrace();
            return new HashMap<>();
        }
    }



    public static List<ElementData> setScale(Integer scale, List<ElementData> data){
        if(scale==null){
            scale=StringUtils.getScale(data.stream().map(ElementData::getValue).filter(StringUtils::isDouble).collect(Collectors.toList()));
        }
        Integer finalScale = scale;
        return data.stream().peek(e->{if(StringUtils.isDouble(e.getValue())){e.setValue(StringUtils.number2StringZero(e.getValue(),finalScale));}}).collect(Collectors.toList());
    }

/*    public static void main(String[] args) {
        Map<String,String> map=getElementCell("/www/wwwroot/Users/hongchuangyanfa/Desktop/privateUrl/1694630551069130752.html","key_22");
        System.out.println(map);
    }*/
    /**
     * @Description  定位信息排序
     * @Param [coords]
     * @return java.lang.String
     * @Author yangyj
     * @Date 2023.07.11 15:39
     **/
     public static String coordsSorted(String coords){
           if(StringUtils.isNotEmpty(coords)){
               List<String> dataList=Arrays.asList(coords.split(";"));
               if(dataList.size()>2){
                   LinkedList<Integer> list=dataList.stream().map(e->e.split("_")[1]).distinct().map(Integer::parseInt).sorted(Comparator.comparingInt(e->e)).collect(Collectors.toCollection(LinkedList::new));
                   if(list.getLast()-list.getFirst()>list.size()-1){
                        coords=dataList.stream()
                                .sorted(Comparator.comparingInt((String str) -> Integer.parseInt(str.split("_")[1]))
                                        .thenComparingInt(str -> Integer.parseInt(str.split("_")[0])))
                                .collect(Collectors.joining(";"));
                   }
               }
           }
           return coords;
     }

    public static String coordsSorted2(String coords){
        if(StringUtils.isNotEmpty(coords)){
            List<String> dataList=Arrays.asList(coords.split(";"));
            if(dataList.size()>2){
               /*判断分区：根据行列长度*/
                List<Integer> row =dataList.stream().map(e->e.split("_")[0]).distinct().map(Integer::parseInt).collect(Collectors.toList());
                List<Integer> column=dataList.stream().map(e->e.split("_")[1]).distinct().map(Integer::parseInt).collect(Collectors.toList());
                if(row.size()>=column.size()){
                    /*纵向*/
                    if(column.size()>1){
                        List<List<Integer>> consecutiveGroups = IntStream.range(0, column.size())
                                .boxed()
                                .collect(Collectors.collectingAndThen(
                                        Collectors.groupingBy(
                                                i -> i - column.get(i),
                                                LinkedHashMap::new,
                                                Collectors.mapping(column::get, Collectors.toList())
                                        ),
                                        map -> new ArrayList<>(map.values())
                                ));
                    }
                }
              /* 确定区内方向：*/
            }
        }
        return coords;
    }

/*    public static void main(String[] args) {
        List<Integer> column = Arrays.asList(1, 2, 3, 5, 6, 7, 9, 11, 17);
        List<List<Integer>> consecutiveGroups = IntStream.range(0, column.size())
                .boxed()
                .collect(Collectors.collectingAndThen(
                        Collectors.groupingBy(
                                i -> i - column.get(i),
                                LinkedHashMap::new,
                                Collectors.mapping(column::get, Collectors.toList())
                        ),
                        map -> new ArrayList<>(map.values())
                ));
        AtomicInteger i = new AtomicInteger(column.get(0));

        List<List<Integer>> consecutiveGroups2= new ArrayList<>(column.stream().collect(Collectors.groupingBy(e -> e - i.getAndSet(e) > 1, LinkedHashMap::new, Collectors.toList())).values());
        System.out.println();
    }*/

    public static List<Object> slice(List<LocalVariable>  local, String formula){
        int min =0;
        List<Object> result = new ArrayList<>();
        try {
            pretreatment(local,formula);
            List<Object>  r= local.stream().map(e-> {
                /*所有依赖元素的内容必须非空才进行计算，否则返回空值*/
                return e.hasEmptyElementValue()?"": Expression.parse(e.getFormula()).calculate(e.getCurrentMap()).toString();
            }).collect(Collectors.toList());
            if(CollectionUtil.isNotEmpty(r)&&r.stream().anyMatch(StringUtils::isNotEmpty)){
                result.addAll(r);
            }
        }catch (Exception e){
            StaticLog.error("公式：{}，执行出错",formula);
        }
        return  result;
    }

    public static void  pretreatment(List<LocalVariable>  local,String formula){
        formula=StringUtils.removeMultiSpace(formula);
        if(formula.contains("LIST")){
            Matcher  m=RegexUtils.matcher("\\(([^)]*)\\)/LIST",formula);
            while (m.find()){
                List<String> codes=getCodeList(m.group(1).replaceAll("[+-]",","));
                local=local.stream().peek(e->{
                    @SuppressWarnings("unckecked")
                    Map<String,Object> map = (Map<String, Object>) e.getCurrentMap().getOrDefault("E",new HashMap<>());
                    int listSize=(int)codes.stream().filter(c->StringUtils.isNotEmpty(map.get(c))).count();
                    if(listSize<=0||listSize>codes.size()){
                        listSize=codes.size();
                    }
                    map.put("LIST",listSize);
                }).collect(Collectors.toList());
            }
        }
    }
    /**从方法参数中获取全部code*/
    public static List<String> getCodeList(String param){
        List<String> list = new ArrayList<>();
        if(StringUtils.isNotEmpty(param)){
            Arrays.stream(param.split(",")).forEach(s->{
                list.add(s.replaceAll("[E\\[\\]']",""));
            });
        }
        return list;
    }
    /**从时间段中获取最后一个日期*/
    static final  String RANGE_DATE_REG="^\\[(\\d{4}[年.\\-]\\d{2}[月.\\-]\\d{2}[日]?),\\s+(\\d{4}[年.\\-]\\d{2}[月.\\-]\\d{2}[日]?)]$";
    public  static String range2end(String t){
        if(t!=null&&Pattern.matches(RANGE_DATE_REG,t)){
            t=t.replaceAll("^\\[|]$","").split(",")[1].trim();
        }
        return t;
    }

    public static FormData createFormDataFast(String name,String code,String values,String coords){
        if(StringUtils.isNotEmpty(code,name)){
            if(StringUtils.isNotEmpty(coords)) {
                /*定位信息存在才合法*/
                List<Coords> coordsList = Stream.of(coords).flatMap(s -> Arrays.stream(s.split(";"))).map(s -> {
                    String[] xy = s.split("_");
                    return new Coords(xy[1], xy[0]);
                }).collect(Collectors.toList());
                List<ElementData> eds = new ArrayList<>();
                if (StringUtils.isNotEmpty(values)) {
                    String[] pages = values.split(";;");
                    for (int index = 0; index < pages.length; index++) {
                        String pg = pages[index];
                        if (Func.isNotBlank(pg)) {
                            String[] val = pg.split("☆");
                            Map<String, Object> tmpMap = new LinkedHashMap<>();
                            for (String s : val) {
                                String[] t = s.split("_\\^_");
                                String[] c = t[1].split("_");
                                tmpMap.put(StringUtils.join(code, 0, index, Func.toInt(c[1]), Func.toInt(c[0]), StringPool.AT), t[0]);
                            }
                            for (Coords c : coordsList) {
                                Object data = null;
                                String key = StringUtils.join(code, 0, index, c.getX(), c.getY(), StringPool.AT);
                                if (tmpMap.containsKey(key)) {
                                    data = tmpMap.get(key);
                                }
                                eds.add(new ElementData(index, 0, data, c.getX(), c.getY()));
                            }
                        }
                    }

                } else {
                    eds = coordsList.stream().map(c -> new ElementData(0, 0, null, c.getX(), c.getY())).collect(Collectors.toList());
                }
                FormData one = new FormData(code, eds, null, coords);
                one.setEName(name);
                /*备份原始数据，用于更新比较*/
                one.init();
                return one;
            }
        }
        return null;
    }

    public static void mainT(String[] args) throws IOException {
        XYSeries series = new XYSeries("Data Series");
        series.add(10.2, 1.82);
        series.add(11.9, 1.86);
        series.add(15.9, 1.87);
        series.add(19.3, 1.85);
        series.add(20.3, 1.80);

        XYSeriesCollection dataset = new XYSeriesCollection();
        dataset.addSeries(series);

        JFreeChart chart = ChartFactory.createXYLineChart(
                "测试散点图", // 标题
                "X", // 横轴标题
                "Y", // 纵轴标题
                dataset, // 数据集
                PlotOrientation.VERTICAL, // 图表方向
                true, // 是否显示图例
                false, // 是否生成工具提示
                false // 是否生成URL链接
        );
        // 设置字体
        Font titleFont = new Font("SimSun", Font.PLAIN, 18); // 指定使用宋体字体
        Font axisFont = new Font("SimSun", Font.PLAIN, 12); // 指定使用宋体字体

        // 设置标题字体
        TextTitle title = chart.getTitle();
        title.setFont(titleFont);
        XYPlot plot = (XYPlot) chart.getPlot();
        XYSplineRenderer renderer = new XYSplineRenderer();
        plot.setRenderer(renderer);
        plot.setBackgroundPaint(Color.WHITE);
        // Set the line stroke and shape for the renderer
        renderer.setSeriesStroke(0, new BasicStroke(2.0f));
        Shape circle = new Ellipse2D.Double(-3, -3, 6, 6);
        renderer.setSeriesShape(0, circle);
        renderer.setSeriesPaint(0, Color.BLUE);
        // 自定义 X 轴刻度
        NumberAxis domainAxis = (NumberAxis) plot.getDomainAxis();
        domainAxis.setTickUnit(new NumberTickUnit(5)); // 设置刻度间隔
        domainAxis.setRange(0.0, 25); // 设置轴的范围
        // 自定义 Y 轴刻度
        NumberAxis rangeAxis = (NumberAxis) plot.getRangeAxis();
        rangeAxis.setTickUnit(new NumberTickUnit(0.01)); // 设置刻度间隔
        rangeAxis.setRange(1.79, 1.90); // 设置轴的范围
        // 添加横杠
        for(int i=175;i<190;i++){
            ValueMarker marker = new ValueMarker((double) i /100);
            marker.setPaint(Color.BLUE); // 横杠的颜色
            plot.addRangeMarker(marker);
        }
        ChartPanel chartPanel = new ChartPanel(chart);
        chartPanel.setPreferredSize(new Dimension(500, 400));
        // 保存图表为图片
        int width = 800;
        int height = 600;
        ChartUtils.saveChartAsPNG(new File("C:/Users/yangyj/Desktop/Swap_space/poi_statistics.png"), chart, width, height);

    }

    /**字符串sha256映射*/
    public static String sha256(String input) {
        try {
            MessageDigest digest = MessageDigest.getInstance("SHA-256");
            byte[] encodedHash = digest.digest(input.getBytes(StandardCharsets.UTF_8));
            StringBuilder hexString = new StringBuilder();
            for (byte b : encodedHash) {
                String hex = Integer.toHexString(0xff & b);
                if (hex.length() == 1) {
                    hexString.append('0');
                }
                hexString.append(hex);
            }
            return hexString.toString();
        } catch (NoSuchAlgorithmException e) {
            e.printStackTrace();
        }
        return "";
    }

    /**根据步长获取字符*/
    public static String getEveryNthChar(String input, int step) {
        StringBuilder result = new StringBuilder();
        for (int i = 0; i < input.length(); i += step) {
            result.append(input.charAt(i));
        }
        return result.toString();
    }







}