[测评系统]--测评系统核心代码库
wzp
2025-06-17 4ce181bd784aeb873a4751826c227161d35de2b5
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package com.ots.project.tool.report.LAQ.chart;
 
import com.alibaba.fastjson.JSON;
import com.aspose.words.Chart;
import com.aspose.words.Document;
import com.aspose.words.DocumentBuilder;
import com.aspose.words.Paragraph;
import com.microsoft.schemas.vml.CTTextbox;
import com.ots.common.utils.StringUtils;
import com.ots.common.utils.poi.ExcelUtil;
import com.ots.common.utils.poi.WordUtil;
import com.ots.project.tool.report.LAQ.LAQReport;
import com.ots.project.tool.report.LAQ.LAQTemplate;
import com.ots.project.tool.report.MAQ.base.RowData;
import com.ots.project.tool.report.MAQ.base.SeriesData;
import javafx.scene.chart.ScatterChart;
import lombok.extern.slf4j.Slf4j;
import org.apache.poi.ooxml.POIXMLDocument;
import org.apache.poi.ooxml.POIXMLDocumentPart;
import org.apache.poi.openxml4j.util.ZipSecureFile;
import org.apache.poi.sl.usermodel.PictureData;
import org.apache.poi.ss.usermodel.Cell;
import org.apache.poi.ss.usermodel.Row;
import org.apache.poi.ss.usermodel.Sheet;
import org.apache.poi.ss.usermodel.Workbook;
import org.apache.poi.util.Units;
import org.apache.poi.xddf.usermodel.chart.AxisPosition;
import org.apache.poi.xddf.usermodel.chart.XDDFCategoryAxis;
import org.apache.poi.xddf.usermodel.chart.XDDFChartData;
import org.apache.poi.xddf.usermodel.chart.XDDFValueAxis;
import org.apache.poi.xssf.usermodel.*;
import org.apache.poi.xwpf.usermodel.XWPFChart;
import org.apache.poi.xwpf.usermodel.XWPFDocument;
import org.apache.poi.xwpf.usermodel.XWPFParagraph;
import org.apache.poi.xwpf.usermodel.XWPFRun;
import org.apache.xmlbeans.XmlObject;
import org.openxmlformats.schemas.drawingml.x2006.chart.*;
import org.openxmlformats.schemas.officeDocument.x2006.math.CTText;
import org.openxmlformats.schemas.officeDocument.x2006.math.CTUnSignedInteger;
import org.openxmlformats.schemas.officeDocument.x2006.math.impl.CTUnSignedIntegerImpl;
import org.openxmlformats.schemas.wordprocessingml.x2006.main.CTTxbxContent;
 
import java.awt.*;
import java.io.*;
import java.math.BigInteger;
import java.util.*;
 
 
import java.io.FileOutputStream;
import java.io.IOException;
import java.util.List;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
 
@Slf4j
public class LAQTest {
 
    //这里是用来测试的
    public static void main(String[] args) throws Exception {
        System.out.println("启动测试..");
//        Map<String, Object> textMap = new HashMap<String, Object>();
//        textMap.put("%boxgrid1%","易紫轩、邵诗悦");
//        textMap.put("%boxgrid2%","叶诗悦");
//        textMap.put("%boxgrid3%","刘晨涵");
//        textMap.put("%boxgrid4%","段国贤");
//        textMap.put("%boxgrid5%","贺瑞辰");
//        textMap.put("%boxgrid6%","赵翔");
//        textMap.put("%boxgrid7%","钱佳毅");
//        textMap.put("%boxgrid8%","卢文轩");
//        textMap.put("%boxgrid9%","唐忠林");
 
 
        String dataPath = "D:\\桌面文件\\LAQ全景图报告\\LAQ导入测试数据.xlsx";
        // 获取导入数据
        File file = new File(dataPath);
        InputStream in = new FileInputStream(file);
        ExcelUtil<LAQTemplate> util = new ExcelUtil<>(LAQTemplate.class);
        List<LAQTemplate> laqTemplateList = util.importExcel(in);
        // 生成文件集合
        List<String> fileNameList = new ArrayList<>();
        List<String> deleteStrList = new ArrayList<>();
 
//        for (int i = 0; i < laqTemplateList.size(); i++) {
//            LAQTemplate laqTemplate = laqTemplateList.get(i);
//            //组装报告所用数据
//            Map<String, Object> textMap = new HashMap<>();
//            textMap.put("olas", "85");
//            textMap.put("ca", "32");
//            textMap.put("bla", "34");
//            textMap.put("nr", "3");
//            textMap.put("ar", "45");
//            textMap.put("open", "67");
//            textMap.put("cons", "12");
//            textMap.put("extra", "48");
//            textMap.put("agree", "90");
//            textMap.put("emosta", "23");
//            textMap.put("perfomance", "60");
//
//
//            LAQReport report = new LAQReport();
//
//            ZipSecureFile.setMinInflateRatio(0.001);
//            try (OutputStream os = new FileOutputStream("D:\\桌面文件\\LAQ英文报告"+UUID.randomUUID().toString()+".docx");
//                 XWPFDocument document = new XWPFDocument(POIXMLDocument.openPackage("D:\\桌面文件\\LAQ英文报告-叠加版本.docx"))) {
//                Map<Integer, List<SeriesData>> seriesDatas = initData(textMap);
//                Map<Integer,String> lableDatas = initLables();
//                changeChart(document, seriesDatas, textMap,lableDatas);
//                document.write(os);
//            } catch (Exception e) {
//                e.printStackTrace();
//            }
//        }
 
 
        ZipSecureFile.setMinInflateRatio(0.001);
        try (OutputStream os = new FileOutputStream("D:\\桌面文件\\可删除\\LAQ英文报告"+UUID.randomUUID().toString()+".docx");
             XWPFDocument document = new XWPFDocument(POIXMLDocument.openPackage("D:\\桌面文件\\LAQ英文报告-叠加版本.docx"))) {
            changeChartNew(document,laqTemplateList);
            document.write(os);
        } catch (Exception e) {
            e.printStackTrace();
        }
 
 
        System.out.println("处理完成...");
 
    }
 
 
    /**
     * 初始化数据
     * @param list
     * @return
     */
    public static Map<Integer,List<SeriesData>> initNewData(List<LAQTemplate> list)
    {
        Map<Integer,List<SeriesData>> seriesDataMap = new HashMap<>();
        for (int i = 0; i < list.size(); i++)
        {
            LAQTemplate laqTemplate = list.get(i);
            Double olas = Double.valueOf(laqTemplate.getOlas().toString());
            Double perfomance;
            if(laqTemplate.getPerfomance()!= null)
            {
                perfomance = Double.valueOf(laqTemplate.getPerfomance().toString());
            }
            else {
                perfomance = 0.0;
            }
 
            List<SeriesData> seriesDatas = new ArrayList<>();
            seriesDatas = Arrays.asList(
                    new SeriesData("X 值", Arrays.asList(
                            new RowData("X 值", olas)
                    )),
                    new SeriesData("Y 值", Arrays.asList(
                            new RowData("Y 值", perfomance)
                    ))
            );
 
 
            Integer box = laqTemplate.getBox();
            if(olas>=66)
            {
                seriesDataMap.put(100+i+1,seriesDatas);
            }
            else if(olas>33&&olas<66)
            {
                seriesDataMap.put(200+i+1,seriesDatas);
            }
            else
            {
                seriesDataMap.put(300+i+1,seriesDatas);
            }
        }
 
        return  seriesDataMap;
    }
 
    public static Map<Integer,List<SeriesData>> initData(Map<String, Object> textMap){
        Map<Integer,List<SeriesData>> seriesDataMap = new HashMap<>();
        //获取命中数值
        Double olas = Double.valueOf((String)textMap.get("olas"));
        Double ca = Double.valueOf((String)textMap.get("ca"));
        Double bla = Double.valueOf((String)textMap.get("bla"));
        Double nr = Double.valueOf((String)textMap.get("nr"));
        Double ar = Double.valueOf((String)textMap.get("ar"));
        Double open = Double.valueOf((String)textMap.get("open"));
        Double cons = Double.valueOf((String)textMap.get("cons"));
        Double extra = Double.valueOf((String)textMap.get("extra"));
        Double agree = Double.valueOf((String)textMap.get("agree"));
        Double emosta = Double.valueOf((String)textMap.get("emosta"));
        Double perfomance;
        if(textMap.get("perfomance") != null){
            perfomance = Double.valueOf((String)textMap.get("perfomance"));
        }else{
            perfomance = -1D;
        }
 
 
        // 图表1
        List<SeriesData> seriesDatas = new ArrayList<>();
        // 图表1
        seriesDatas = Arrays.asList(
                new SeriesData("X 值", Arrays.asList(
                        new RowData("X 值", perfomance.doubleValue() == -1 ? perfomance.doubleValue() : olas.doubleValue())
                )),
                new SeriesData("Y 值", Arrays.asList(
                        new RowData("Y 值", perfomance.doubleValue())
                ))
        );
        seriesDataMap.put(1,seriesDatas);
 
 
        seriesDatas = Arrays.asList(
                new SeriesData("X 值", Arrays.asList(
                        new RowData("X 值", 95)
                )),
                new SeriesData("Y 值", Arrays.asList(
                        new RowData("Y 值", 87)
                ))
        );
        seriesDataMap.put(2,seriesDatas);
 
 
        seriesDatas = Arrays.asList(
                new SeriesData("X 值", Arrays.asList(
                        new RowData("X 值", 96)
                )),
                new SeriesData("Y 值", Arrays.asList(
                        new RowData("Y 值", 90)
                ))
        );
        seriesDataMap.put(3,seriesDatas);
 
 
 
        return seriesDataMap;
    }
 
 
    /**
     * 获取指定类型的SeriesData。
     * @param list
     * @param type
     * @return
     */
    public static Map<Integer,List<SeriesData>> getSeriesDataByType(List<LAQTemplate> list,Integer type)
    {
        Map<Integer,List<SeriesData>> seriesDataMap = new HashMap<>();
        int dataIndex =1;
        for (int i = 0; i < list.size(); i++)
        {
            LAQTemplate laqTemplate = list.get(i);
            Double olas = Double.valueOf(laqTemplate.getOlas().toString());
            Double perfomance;
            if(laqTemplate.getPerfomance()!= null)
            {
                perfomance = Double.valueOf(laqTemplate.getPerfomance().toString());
            }
            else {
                perfomance = 0.0;
            }
 
            List<SeriesData> seriesDatas = new ArrayList<>();
            seriesDatas = Arrays.asList(
                    new SeriesData("X 值", Arrays.asList(
                            new RowData("X 值", olas)
                    )),
                    new SeriesData("Y 值", Arrays.asList(
                            new RowData("Y 值", perfomance)
                    ))
            );
 
 
            if(type==1)
            {
                if(olas>67)
                {
                    seriesDataMap.put(dataIndex,seriesDatas);
                    dataIndex++;
                }
            }
 
            if(type==2)
            {
                if(olas<=67 && olas>33)
                {
                    seriesDataMap.put(dataIndex,seriesDatas);
                    dataIndex++;
                }
            }
 
            if(type==3)
            {
                if(olas<=33)
                {
                    seriesDataMap.put(dataIndex,seriesDatas);
                    dataIndex++;
                }
            }
        }
 
        return  seriesDataMap;
    }
 
 
    public static Map<Integer,String> getSeriesDataLablesByType(List<LAQTemplate> list,Integer type)
    {
        Map<Integer,String> seriesDataMapLables = new HashMap<>();
        int dataIndex =1;
        for (int i = 0; i < list.size(); i++)
        {
            LAQTemplate laqTemplate = list.get(i);
            Double olas = Double.valueOf(laqTemplate.getOlas().toString());
            Double perfomance;
            if(laqTemplate.getPerfomance()!= null)
            {
                perfomance = Double.valueOf(laqTemplate.getPerfomance().toString());
            }
            else {
                perfomance = 0.0;
            }
 
 
            String olasStr = olas.toString();
            String perfomanceStr = perfomance.toString();
 
            // 判断小数部分是否为0
            if (Math.abs(olas - Math.floor(olas)) < 1e-9) {
                // 如果小数部分接近于0,则取整数部分
                olasStr = String.valueOf(olas.intValue());
            }
 
            if (Math.abs(perfomance - Math.floor(perfomance)) < 1e-9) {
                // 如果小数部分接近于0,则取整数部分
                perfomanceStr = String.valueOf(perfomance.intValue());
            }
 
            if(type==1)
            {
                if(olas>67)
                {
                    seriesDataMapLables.put(dataIndex,laqTemplate.getName()+"("+olasStr+"-"+perfomanceStr+")");
                    dataIndex++;
                }
            }
 
            if(type==2)
            {
                if(olas<=67 && olas>33)
                {
                    seriesDataMapLables.put(dataIndex,laqTemplate.getName()+"("+olasStr+"-"+perfomanceStr+")");
                    dataIndex++;
                }
            }
 
            if(type==3)
            {
                if(olas<=33)
                {
                    seriesDataMapLables.put(dataIndex,laqTemplate.getName()+"("+olasStr+"-"+perfomanceStr+")");
 
                    dataIndex++;
                }
            }
        }
 
        return  seriesDataMapLables;
    }
 
 
    public static void changeChartNew(XWPFDocument document,List<LAQTemplate> list) {
        if(list.size()<=0){
            return;
        }
        try {
            //获取数据
            Map<Integer,List<SeriesData>> seriesDataMapTop = getSeriesDataByType(list,1);
            Map<Integer,List<SeriesData>> seriesDataMapMiddle = getSeriesDataByType(list,2);
            Map<Integer,List<SeriesData>> seriesDataMapBottom = getSeriesDataByType(list,3);
 
            //获取标签
            Map<Integer,String> seriesDataLablesTop = getSeriesDataLablesByType(list,1);
            Map<Integer,String> seriesDataLablesMiddle = getSeriesDataLablesByType(list,2);
            Map<Integer,String> seriesDataLablesBottom = getSeriesDataLablesByType(list,3);
 
            List<POIXMLDocumentPart> relations = document.getRelations();
            int barIndex = 1;
 
            //三个图表的个数
            int topIndex =1;
            int middleIndex =1;
            int bottomIndex =1;
 
            for (POIXMLDocumentPart part : relations) {
                if (part instanceof XWPFChart) {
                    // 图表元素
                    XWPFChart chart = (XWPFChart) part;
                    // 查看里面的图表数据,才能知道是什么图表
                    CTPlotArea plot = chart.getCTChart().getPlotArea();
                    getChartType(chart);
                    // excel内置表格
                    XSSFWorkbook workbook = chart.getWorkbook();
                    XSSFSheet sheet = workbook.getSheetAt(0);
 
                    //散点图
                    if (!plot.getScatterChartList().isEmpty()) {
                        CTScatterChart scatterChart = plot.getScatterChartArray(0);
                        //第一个散点图1-90,第二个91-180,第三个181-270
                        System.out.println("第"+barIndex+"个散点图");
                        String lables = "";
                        List<SeriesData> seriesDatas = new ArrayList<>();
 
                        // 获取图表的值轴,并把最小值设置为-0,
                        // chart.getAxes().get(1) 获取的纵坐标,chart.getAxes().get(0) 获取的是横坐标
                        chart.getAxes().get(1).setMinimum(0);
                        Double maximum = chart.getAxes().get(0).getMaximum();
 
                        Double minimum = chart.getAxes().get(0).getMinimum();
//                        System.out.println("X轴最小值是:"+minimum+",最大值是:"+maximum);
 
                        //判断图表所在位置
                        if(minimum>=67)
                        {
                            seriesDatas = seriesDataMapTop.get(topIndex);
                            lables = seriesDataLablesTop.get(topIndex);
                            topIndex++;
//                            System.out.println("第一页图表个数:"+topIndex+",标签:"+lables+";"+"X轴最小值是:"+minimum+",最大值是:"+maximum);
                        }
                        else if(minimum>=33)
                        {
                            seriesDatas = seriesDataMapMiddle.get(middleIndex);
                            lables = seriesDataLablesMiddle.get(middleIndex);
//                            System.out.println("第二页图表个数:"+middleIndex);
 
                            middleIndex++;
                        }
                        else
                        {
                            seriesDatas = seriesDataMapBottom.get(bottomIndex);
                            lables = seriesDataLablesBottom.get(bottomIndex);
                            bottomIndex++;
//                            System.out.println("第三页图表个数:"+bottomIndex);
                        }
 
 
                        barIndex++;
 
 
                        if(seriesDatas==null)
                        {
                            for (CTScatterSer ser : scatterChart.getSerList()) {
                                ser.getTx().getStrRef().getStrCache().getPtArray(0).setV("");
                            }
                            continue;
                        }
 
                        //刷新内置excel数据
                        refreshExcel(seriesDatas, sheet);
                        workbook.write(chart.getPackagePart().getOutputStream());
                        int i = 0;
                        for (CTScatterSer ser : scatterChart.getSerList()) {
                            //更新散点图缓存
                            updateScatterChart(seriesDatas, ser.getXVal(), ser.getYVal());
                            ser.getTx().getStrRef().getStrCache().getPtArray(0).setV(lables);
                            ++i;
                        }
 
                    }
 
 
 
                }
            }
 
 
            System.out.println("第一页图表个数:"+(topIndex-1));
            System.out.println("第二页图表个数:"+(middleIndex-1));
            System.out.println("第三页图表个数:"+(bottomIndex-1));
 
        } catch (Exception e) {
            e.printStackTrace();
            log.error("LAQ.替换word图表 散点图图形失败:{}",e);
        }
    }
 
 
    public static void changeChart(XWPFDocument document, Map<Integer,List<SeriesData>> seriesDataMap, Map<String, Object> textMap,Map<Integer,String> lableDatas) {
        if(StringUtils.isEmpty(textMap)){
            return;
        }
        try {
 
 
            List<POIXMLDocumentPart> relations = document.getRelations();
            int barIndex = 1;
            int chartIndex =1;//散点图表的数量
            for (POIXMLDocumentPart part : relations) {
                if (part instanceof XWPFChart) {
                    // 图表元素
                    XWPFChart chart = (XWPFChart) part;
                    // 查看里面的图表数据,才能知道是什么图表
                    CTPlotArea plot = chart.getCTChart().getPlotArea();
                    getChartType(chart);
                    // excel内置表格
                    XSSFWorkbook workbook = chart.getWorkbook();
                    XSSFSheet sheet = workbook.getSheetAt(0);
 
 
                    //散点图
                    if (!plot.getScatterChartList().isEmpty()) {
 
                        if(chartIndex>=1&&chartIndex<=90)
                        {
 
                        }
 
 
                        List<SeriesData> seriesDatas = seriesDataMap.get(barIndex);
 
                        CTScatterChart scatterChart = plot.getScatterChartArray(0);
                        System.out.println("散点图{"+plot.getScatterChartList().size()+"}");
 
 
                        if(seriesDatas==null)
                        {
                            for (CTScatterSer ser : scatterChart.getSerList()) {
                                ser.getTx().getStrRef().getStrCache().getPtArray(0).setV("");
                            }
                            continue;
                        }
 
                        // 获取图表的值轴,并把最小值设置为-0,
                        // chart.getAxes().get(1) 获取的纵坐标,chart.getAxes().get(0) 获取的是横坐标
                        chart.getAxes().get(1).setMinimum(0);
                        Double maximum = chart.getAxes().get(1).getMaximum();
                        Double minimum = chart.getAxes().get(1).getMinimum();
 
 
                        System.out.println("【开始】最大:"+maximum+",最小:"+minimum);
 
 
                        //刷新内置excel数据
                        refreshExcel(seriesDatas, sheet);
                        workbook.write(chart.getPackagePart().getOutputStream());
                        int i = 0;
                        for (CTScatterSer ser : scatterChart.getSerList()) {
 
                            //更新散点图缓存
                            updateScatterChart(seriesDatas, ser.getXVal(), ser.getYVal());
 
                            String lables = lableDatas.get(barIndex);
                            ser.getTx().getStrRef().getStrCache().getPtArray(0).setV(lables);
 
//                            updateDLbls(ser);
                            ++i;
                        }
 
                        barIndex++;
                        chartIndex++;
                    }
 
 
 
                }
            }
 
        } catch (Exception e) {
            e.printStackTrace();
            log.error("LAQ.替换word图表 散点图图形失败:{}",e);
        }
    }
 
    /**
     * 更新标签
     * @param ser
     */
    private static void updateDLbls(CTScatterSer ser) {
 
        // 设置散点的大小
//        CTMarkerSize ctMarkerSize = CTMarkerSize.Factory.newInstance();
//        ctMarkerSize.setVal((short)0);
//        ser.getMarker().setSize(ctMarkerSize);
 
        ser.getTx().getStrRef().getStrCache().getPtArray(0).setV(UUID.randomUUID().toString());
 
    }
 
 
 
 
    /**
     * 更新图表的关联 excel
     *
     * @param seriesDatas
     * @param sheet
     */
    protected static void refreshExcel(List<SeriesData> seriesDatas, XSSFSheet sheet) {
        XSSFRow title = sheet.getRow(0);
        //遍历数据数组进行excel赋值
        for (int i = 0; i < seriesDatas.size(); i++) {
            SeriesData data = seriesDatas.get(i);
            if (data.name != null && !data.name.isEmpty()) {
                // 第一行标题
                XSSFCell cell = title.getCell(i);
                if (cell == null) {
                    cell = title.createCell(i + 1);
                }
                cell.setCellValue(data.name);
            }
            int size = data.value.size();
            //遍历数据进行赋值
            for (int j = 0; j < size; j++) {
                //从第二行开始赋值
                XSSFRow row = sheet.getRow(j + 1);
                if (row == null) {
                    row = sheet.createRow(j + 1);
                }
                RowData cellValu = data.value.get(j);
 
                //第一列开始赋值
                XSSFCell cell = row.getCell(i);
                if (cell == null) {
                    cell = row.createCell(i);
                }
                //优先使用字符串值
                if(StringUtils.isNotEmpty(cellValu.valueStr)){
                    cell.setCellValue(cellValu.valueStr);
                }else{
                    if(cellValu.value != -1){
                        cell.setCellValue(cellValu.value);
                    }else{
                        cell.setCellValue((String) null);
                    }
                }
 
            }
            //删除多余行数
            int lastRowNum = sheet.getLastRowNum();
            //log.error("lastRowNum:{},size:{}",lastRowNum,size);
            if (lastRowNum > size) {
                for (int idx = lastRowNum; idx > size; idx--) {
                    if(sheet.getRow(idx) == null){
                        continue;
                    }
                    sheet.removeRow(sheet.getRow(idx));
                }
            }
        }
    }
 
 
    /**
     * 更新 散点图 缓存数据
     *
     * @param seriesDatas 数据
     * @param xDataSource X坐标数据缓存
     * @param yDataSource Y坐标数据缓存
     */
    protected static void updateScatterChart(List<SeriesData> seriesDatas, CTAxDataSource xDataSource,
                                             CTNumDataSource yDataSource) {
 
        //获取xy坐标数据条数
        long xNumCnt = xDataSource.getNumRef().getNumCache().getPtCount().getVal();
        long yNumCnt = yDataSource.getNumRef().getNumCache().getPtCount().getVal();
 
 
        System.out.println("[有数据]条数  x:"+xNumCnt+" y:"+yNumCnt);
 
        //获取XY最新数据
        List<RowData> xRowDatas = seriesDatas.get(0).getValue();
        int xRowDataSize = xRowDatas.size();
        List<RowData> yRowDatas = seriesDatas.get(1).getValue();
        int yRowDataSize = yRowDatas.size();
 
        //更新X坐标缓存
        for (int i = 0; i < xRowDatas.size(); i++) {
            RowData cellValu = xRowDatas.get(i);
            CTNumVal val = xNumCnt > i ? xDataSource.getNumRef().getNumCache().getPtArray(i)
                    : xDataSource.getNumRef().getNumCache().addNewPt();
            val.setIdx(i);
            if(cellValu.value == -1){
                val.setV(null);
            }else {
                val.setV(String.format("%.0f", cellValu.value));
            }
        }
 
        //更新Y坐标缓存
        for (int i = 0; i < yRowDatas.size(); i++) {
            RowData cellValu = yRowDatas.get(i);
            CTNumVal val = yNumCnt > i ? yDataSource.getNumRef().getNumCache().getPtArray(i)
                    : yDataSource.getNumRef().getNumCache().addNewPt();
            val.setIdx(i);
            if(cellValu.value == -1){
                val.setV(null);
            }else {
                val.setV(String.format("%.0f", cellValu.value));
            }
 
        }
 
        // 更新对应excel的范围
        xDataSource.getNumRef().setF(
                replaceRowEnd(xDataSource.getNumRef().getF(),
                        xNumCnt,
                        xRowDataSize));
        yDataSource.getNumRef().setF(
                replaceRowEnd(yDataSource.getNumRef().getF(),
                        yNumCnt,
                        yRowDataSize));
 
        // 删除多的
        if (xNumCnt > xRowDataSize) {
            for (int idx = xRowDataSize; idx < xNumCnt; idx++) {
                xDataSource.getNumRef().getNumCache().removePt(xRowDataSize);
            }
        }
        if (yNumCnt > yRowDataSize) {
            for (int idx = yRowDataSize; idx < yNumCnt; idx++) {
                yDataSource.getNumRef().getNumCache().removePt(yRowDataSize);
            }
        }
        // 更新个数
        xDataSource.getNumRef().getNumCache().getPtCount().setVal(xRowDataSize);
        // 更新个数
        yDataSource.getNumRef().getNumCache().getPtCount().setVal(yRowDataSize);
    }
 
 
 
    /**
     * 替换 形如: Sheet1!$A$2:$A$4 的字符
     *
     * @param range
     * @return
     */
    public static String replaceRowEnd(String range, long oldSize, long newSize) {
        Pattern pattern = Pattern.compile("(:\\$[A-Z]+\\$)(\\d+)");
        Matcher matcher = pattern.matcher(range);
        if (matcher.find()) {
            long old = Long.parseLong(matcher.group(2));
            return range.replaceAll("(:\\$[A-Z]+\\$)(\\d+)", "$1" + Long.toString(old - oldSize + newSize));
        }
        return range;
    }
 
    /**
     * 获取图表有哪些类型
     * @param part
     */
    public static void getChartType(POIXMLDocumentPart part){
        XWPFChart chart = (XWPFChart) part;
        //根据属性第一列名称切换数据类型
        CTChart ctChart = chart.getCTChart();
        CTPlotArea plotArea = ctChart.getPlotArea();
 
        if (!plotArea.getBarChartList().isEmpty()) {
            System.out.println("柱状图{"+plotArea.getBarChartList().size()+"}");
        }
        if (!plotArea.getPieChartList().isEmpty()) {
            System.out.println("饼图{"+plotArea.getPieChartList().size()+"}");
        }
        if (!plotArea.getLineChartList().isEmpty()) {
            System.out.println("线形图{"+plotArea.getLineChartList().size()+"}");
        }
        if (!plotArea.getBar3DChartList().isEmpty()) {
            System.out.println("柱状图3D{"+plotArea.getBar3DChartList().size()+"}");
        }
        if (!plotArea.getScatterChartList().isEmpty()) {
//            System.out.println("散点图类型{"+plotArea.getScatterChartList().size()+"}");
        }
    }
}