Java中使用EasyExcel写excel文件

?1、公式

package com.web.report.handler;

import com.alibaba.excel.context.WriteContext;
import com.alibaba.excel.metadata.csv.CsvCellStyle;
import com.alibaba.excel.metadata.data.WriteCellData;
import com.alibaba.excel.write.handler.CellWriteHandler;
import com.alibaba.excel.write.handler.context.CellWriteHandlerContext;
import com.alibaba.excel.write.metadata.holder.WriteSheetHolder;
import com.alibaba.excel.write.metadata.style.WriteCellStyle;
import lombok.extern.slf4j.Slf4j;
import org.apache.poi.ss.usermodel.Cell;
import org.apache.poi.ss.usermodel.HorizontalAlignment;
import org.apache.poi.ss.usermodel.Sheet;
import org.apache.poi.ss.usermodel.VerticalAlignment;
import org.apache.poi.xssf.usermodel.XSSFCellStyle;
import org.apache.poi.xssf.usermodel.XSSFWorkbook;

import java.util.List;


@Slf4j
public class CustomCellWriteHandler implements CellWriteHandler {

    @Override
    public void afterCellDispose(CellWriteHandlerContext context) {
        Cell cell = context.getCell();
        // 这里可以对cell进行任何操作
        int rowIndex = cell.getRowIndex();
        String cellValue = cell.getStringCellValue();
        if (cellValue.startsWith("$$") && cellValue.endsWith("$$")) {
            String statisType = cellValue.substring(2, cellValue.length() - 2);
            String columnTitle = convertToTitle(cell.getColumnIndex() + 1);
            switch (statisType) {
                case "min":
                    cell.setCellFormula("min(" + columnTitle + (rowIndex + 5) + ":" + columnTitle + 1000000 + ")");
                    break;
                case "max":
                    cell.setCellFormula("max(" + columnTitle + (rowIndex + 4) + ":" + columnTitle + 1000000 + ")");
                    break;
//                case "testNum":
//                    cell.setCellFormula("COUNTA(A" + (rowIndex + 1 + 3) + ":A" + 1000000 + ")");
//                    break;
//                case "median":
//                    cell.setCellFormula("MEDIAN(" + columnTitle + (rowIndex + 3) + ":" + columnTitle + 1000000 + ")");
//                    break;
                case "avg":
                    cell.setCellFormula("IF(COUNT(" + columnTitle + (rowIndex + 3) + ":" + columnTitle + 1000000 + ")>0,AVERAGE(" + columnTitle + (rowIndex + 3) + ":" + columnTitle + 1000000 + "),0)");
                    break;
                case "stddev":
                    cell.setCellFormula("IF(COUNT(" + columnTitle + (rowIndex + 2) + ":" + columnTitle + 1000000 + ")>1,STDEV(" + columnTitle + (rowIndex + 2) + ":" + columnTitle + 1000000 + "),0)");
                    break;
            }
        } else {
            try {
                Double value = Double.valueOf(cellValue);
                cell.setCellValue(value);
            } catch (Exception e) {
            }
        }
    }
    public String convertToTitle(int n) {
        StringBuilder sb = new StringBuilder();
        while(n > 0){
            n--; // 重点
            sb.append((char)(n % 26 + 'A'));
            n /= 26;
        }
        sb.reverse();
        return sb.toString();
    }

}

2、合并

package com.web.report.handler;

import com.alibaba.excel.metadata.Head;
import com.alibaba.excel.write.merge.AbstractMergeStrategy;
import org.apache.poi.ss.usermodel.Cell;

import org.apache.poi.ss.usermodel.Sheet;
import org.apache.poi.ss.util.CellRangeAddress;


public class CustomMergeStrategy extends AbstractMergeStrategy {

    private Integer columnLength;

    private Sheet sheet;

    public CustomMergeStrategy(Integer columnLength) {
        this.columnLength = columnLength;
    }

    // 合并成一个单元格
    private void mergeCommonColumn(Integer rowIndexStart, Integer rowIndexEnd,Integer columnIndexStart,Integer columnIndexEnd ) {
        CellRangeAddress cellRangeAddress = new CellRangeAddress(rowIndexStart, rowIndexEnd, columnIndexStart, columnIndexEnd);
        sheet.addMergedRegionUnsafe(cellRangeAddress);
    }

    @Override
    protected void merge(Sheet sheet, Cell cell, Head head, Integer integer) {
        this.sheet = sheet;
        if (cell.getRowIndex() < 13) {
            this.mergeCommonColumn(cell.getRowIndex(),cell.getRowIndex(),1,this.columnLength-1);
        }
    }

}

3、样式

package com.web.report.style;

import com.alibaba.excel.write.metadata.style.WriteCellStyle;
import com.alibaba.excel.write.metadata.style.WriteFont;
import org.apache.poi.ss.usermodel.*;

public class StyleUtils {

    /**
     * 标题样式
     * @return
     */
    public static WriteCellStyle getHeadStyle(){
        // 头的策略
        WriteCellStyle headWriteCellStyle = new WriteCellStyle();
        // 背景颜色
//        headWriteCellStyle.setFillForegroundColor(IndexedColors.LIGHT_TURQUOISE1.getIndex());
//        headWriteCellStyle.setFillPatternType(FillPatternType.SOLID_FOREGROUND);

        // 字体
//        WriteFont headWriteFont = new WriteFont();
//        headWriteFont.setFontName("宋体");//设置字体名字
//        headWriteFont.setFontHeightInPoints((short)14);//设置字体大小
//        headWriteFont.setBold(true);//字体加粗
//        headWriteCellStyle.setWriteFont(headWriteFont); //在样式用应用设置的字体;
//
//        // 样式
//        headWriteCellStyle.setBorderBottom(BorderStyle.THIN);//设置底边框;
//        headWriteCellStyle.setBottomBorderColor((short) 0);//设置底边框颜色;
//        headWriteCellStyle.setBorderLeft(BorderStyle.THIN);  //设置左边框;
//        headWriteCellStyle.setLeftBorderColor((short) 0);//设置左边框颜色;
//        headWriteCellStyle.setBorderRight(BorderStyle.THIN);//设置右边框;
//        headWriteCellStyle.setRightBorderColor((short) 0);//设置右边框颜色;
//        headWriteCellStyle.setBorderTop(BorderStyle.THIN);//设置顶边框;
//        headWriteCellStyle.setTopBorderColor((short) 0); //设置顶边框颜色;
//
//        headWriteCellStyle.setWrapped(true);  //设置自动换行;

        headWriteCellStyle.setHorizontalAlignment(HorizontalAlignment.CENTER);//设置水平对齐的样式为居中对齐;
        headWriteCellStyle.setVerticalAlignment(VerticalAlignment.CENTER);  //设置垂直对齐的样式为居中对齐;
        headWriteCellStyle.setShrinkToFit(true);//设置文本收缩至合适

        return headWriteCellStyle;
    }


    /**
     * 内容样式
     * @return
     */
    public static WriteCellStyle getContentStyle(){
        // 内容的策略
        WriteCellStyle contentWriteCellStyle = new WriteCellStyle();

        // 背景绿色
        // 这里需要指定 FillPatternType 为FillPatternType.SOLID_FOREGROUND 不然无法显示背景颜色.头默认了 FillPatternType所以可以不指定
//        contentWriteCellStyle.setFillForegroundColor(IndexedColors.PALE_BLUE.getIndex());
//        contentWriteCellStyle.setFillPatternType(FillPatternType.SOLID_FOREGROUND);

        // 设置字体
//        WriteFont contentWriteFont = new WriteFont();
//        contentWriteFont.setFontHeightInPoints((short) 12);//设置字体大小
//        contentWriteFont.setFontName("宋体"); //设置字体名字
//        contentWriteCellStyle.setWriteFont(contentWriteFont);//在样式用应用设置的字体;
//
//        //设置样式;
//        contentWriteCellStyle.setBorderBottom(BorderStyle.THIN);//设置底边框;
//        contentWriteCellStyle.setBottomBorderColor((short) 0);//设置底边框颜色;
//        contentWriteCellStyle.setBorderLeft(BorderStyle.THIN);  //设置左边框;
//        contentWriteCellStyle.setLeftBorderColor((short) 0);//设置左边框颜色;
//        contentWriteCellStyle.setBorderRight(BorderStyle.THIN);//设置右边框;
//        contentWriteCellStyle.setRightBorderColor((short) 0);//设置右边框颜色;
//        contentWriteCellStyle.setBorderTop(BorderStyle.THIN);//设置顶边框;
//        contentWriteCellStyle.setTopBorderColor((short) 0); ///设置顶边框颜色;

        contentWriteCellStyle.setHorizontalAlignment(HorizontalAlignment.CENTER);// 水平居中
        contentWriteCellStyle.setVerticalAlignment(VerticalAlignment.CENTER);// 垂直居中
        contentWriteCellStyle.setWrapped(true); //设置自动换行;

//        contentWriteCellStyle.setShrinkToFit(true);//设置文本收缩至合适

        return contentWriteCellStyle;
    }

}

4、 注解

package com.web.report.annotation;

import com.web.report.enums.HeaderLabelTypeEnum;
import com.web.report.enums.HeaderTypeEnum;

import java.lang.annotation.*;

@Target(ElementType.FIELD)
@Retention(RetentionPolicy.RUNTIME)
@Inherited
public @interface TableHeader {
    /**
     * 表头显示名称
     * @return
     */
    String[] label() default {"."};

    /**
     * 正数加在对开头，负数加在结尾
     * @return
     */
    int index() default 1;

    /**
     * 表头类型
     * @return
     */
    HeaderTypeEnum headerType() default HeaderTypeEnum.NORMAL;

    HeaderLabelTypeEnum labelType() default HeaderLabelTypeEnum.NORMAL;


}

?5、枚举

package com.web.report.enums;

public enum HeaderLabelTypeEnum {
    NORMAL, CONFIG
}

package com.web.report.enums;

public enum HeaderTypeEnum {
    NORMAL, FLAT
}

6、各种DTO

（1）TableHeaderConfigDTO?

package com.web.report.dto;

import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.NoArgsConstructor;

import java.util.List;

@Data
@Builder
@AllArgsConstructor
@NoArgsConstructor
public class TableHeaderConfigDTO {
    private List<String> labels;

    private String value;
}

?（2）WorkReportConditionDTO?

package com.web.report.dto;

import com.web.enums.WorkProcedureResultEnum;
import com.web.report.annotation.TableHeader;
import com.web.report.enums.HeaderLabelTypeEnum;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.NoArgsConstructor;

@Data
@Builder
@AllArgsConstructor
@NoArgsConstructor
public class WorkReportConditionDTO {

    @TableHeader(labelType = HeaderLabelTypeEnum.CONFIG, index = 1)
    private TableHeaderConfigDTO ConditionDTO;





}

（3）WorkReportDTOT

package com.web.report.dto;

import com.web.report.annotation.TableHeader;
import com.web.report.enums.HeaderTypeEnum;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.NoArgsConstructor;

import java.util.List;

@Data
@Builder
@AllArgsConstructor
@NoArgsConstructor
public class WorkReportDTOT {
    @TableHeader(index = 1, headerType= HeaderTypeEnum.FLAT)
    private List<WorkReportConditionDTO> serialNo;

    @TableHeader(index = 2, headerType= HeaderTypeEnum.FLAT)
    private List<WorkReportConditionDTO> sequence;

    @TableHeader(index = 3, headerType= HeaderTypeEnum.FLAT)
    private  List<WorkReportConditionDTO> bin;

    @TableHeader(index = 4, headerType= HeaderTypeEnum.FLAT)
    private List<WorkReportProcedureDTO> workReportProcedureDTOS;

}

4、使用

@Component
@Slf4j
public class WorkReportUtilT {



    @Autowired
    private ProjectManageService projectManageService;

    @Autowired
    private WorkManageService workManageService;

    @Autowired
    private WorkResultService WorkResultService;


    private static final Map<String, Integer> code2Index = new HashMap<>();

    private static final Map<String, String> tmMap = new HashMap<>();

    private static final List<String> conditionsList = new ArrayList<>();

    private static final List<String> conditionValueList = new ArrayList<>();

    public void buildReport(WorkManageVO work, String filePath) {
        // 1.初始话报告内容
        XinGanXianWorkReportDTOT workReportDTO = null;
        // 2.判断文件是否存在，如果没有文件那就创建文件并添加表头，表头与数据分开写，防止表头合并
        File file = new File(filePath);
        if (!file.exists()) {
            // 测试结果和头部
            workReportDTO = buildWorkReportDTO(work,  false);
            List<List<String>> listHead = buildReportHead(workReportDTO);
            //
            ExcelWriter excelWriter = EasyExcel.write(file).build();
            // 合并单元格
            CustomMergeStrategy customMergeStrategy = new CustomMergeStrategy(listHead.size());
            // 只写测试结果头部
            excelWriter.write(new ArrayList<>(),
                    EasyExcel.writerSheet(0).head(listHead).
                            registerWriteHandler(new CustomCellWriteHandler()).
                            registerWriteHandler(customMergeStrategy)
                            .build());
            //这一步很关键，不然文件会损坏
            excelWriter.finish();
            excelWriter.close();
        }
        // 3. 报告内容为空的话，构建
        if(workReportDTO == null){
            workReportDTO = buildWorkReportDTO(work,  false);
        }
        // 4.往文件中追加数据
        List<Object> oldData = EasyExcel.read(file).sheet(0).headRowNumber(0).doReadSync();
        List<XinGanXianWorkReportConditionDTO> serialNo = workReportDTO.getSerialNo();
        serialNo.get(0).getConditionDTO().setValue(String.valueOf(oldData.size() - 21));
        List<String> procedureDataList = buildReportData(workReportDTO);
        oldData.add(procedureDataList);
        // 5.写入文件
        ExcelWriter excelWriter = EasyExcel.write(file).build();
        // 合并单元格
        CustomMergeStrategy customMergeStrategy = new CustomMergeStrategy(procedureDataList.size());
        // 设置单元格样式
        HorizontalCellStyleStrategy horizontalCellStyleStrategy =
                new HorizontalCellStyleStrategy(StyleUtils.getHeadStyle(), StyleUtils.getContentStyle());
        excelWriter.write(oldData,
                EasyExcel.writerSheet(0)
                        .registerWriteHandler(new CustomColumnWidthHandler())
                        .registerWriteHandler(new CustomCellWriteHandler())
                        .registerWriteHandler(customMergeStrategy)
                        .registerWriteHandler(horizontalCellStyleStrategy)
                        .build());
        excelWriter.finish();
        excelWriter.close();

    }

    private List<String> buildReportData(Object o) {
        List<Field> fields = ReflectionUtil.getAllField(o);
        List<String> collectDataList = fields.stream()
                .filter(field -> field.isAnnotationPresent(TableHeader.class))
                .sorted(Comparator.comparingInt(f -> f.getAnnotation(TableHeader.class).index()))
                .flatMap(field -> {
                    TableHeader tableHeader = field.getAnnotation(TableHeader.class);
                    Object value;
                    try {
                        field.setAccessible(true);
                        value = field.get(o);
                    } catch (IllegalAccessException e) {
                        throw new ServiceException("导出报告获取值错误");
                    }
                    if (tableHeader.headerType() == HeaderTypeEnum.FLAT) {
                        return ((List<Object>) value).stream().flatMap(v -> buildReportData(v).stream());
                    }
                    if (tableHeader.labelType() == HeaderLabelTypeEnum.CONFIG) {
                        if (!TableHeaderConfigDTO.class.equals(field.getType())) {
                            throw new ServiceException("导出报告配置错误");
                        }
                        if (value == null) {
                            return Stream.of();
                        }
                        return Stream.of(((TableHeaderConfigDTO) value).getValue());
                    }
                    return Stream.of(Optional.ofNullable(value).map(String::valueOf).orElse(""));
                }).collect(Collectors.toList());
        return collectDataList;
    }

    private List<List<String>> buildReportHead(Object o) {
        List<Field> fields = ReflectionUtil.getAllField(o);
        List<List<String>> collectHeadList = fields.stream()
                .filter(field -> field.isAnnotationPresent(TableHeader.class))
                .sorted(Comparator.comparingInt(f -> f.getAnnotation(TableHeader.class).index()))
                .flatMap(field -> {
                    TableHeader tableHeader = field.getAnnotation(TableHeader.class);
                    Object value;
                    try {
                        field.setAccessible(true);
                        value = field.get(o);
                    } catch (IllegalAccessException e) {
                        throw new ServiceException("导出报告获取值错误");
                    }
                    if (HeaderTypeEnum.FLAT.equals(tableHeader.headerType())) {
                        if (value == null) {
                            return Stream.of();
                        }
                        if (value instanceof List) {
                            return ((List<Object>) value).stream().flatMap(v -> buildReportHead(v).stream());
                        } else {
                            throw new ServiceException("导出报告配置错误");
                        }
                    }
                    if (HeaderLabelTypeEnum.CONFIG.equals(tableHeader.labelType())) {
                        if (!TableHeaderConfigDTO.class.equals(field.getType())) {
                            throw new ServiceException("导出报告配置错误");
                        }
                        if (value == null) {
                            return Stream.of();
                        }
                        return Stream.of(((TableHeaderConfigDTO) value).getLabels());
                    }
                    return Stream.of(Arrays.asList(tableHeader.label()));
                }).collect(Collectors.toList());
        return collectHeadList;
    }

    private JSONArray sortCompareRules(JSONArray chooseStandardJsonArray){
        if(code2Index.size() == 0){
            List<UniscCommonDictionary> dsaTypes = CommonDictionaryService.searchAll(CommonDictionaryVO.builder().typeLikeRight("device-standard-attribute").build());
            code2Index.putAll(dsaTypes.stream().collect(Collectors.toMap(CommonDictionary::getCode, CommonDictionary::getIndex, (v1, v2) -> v1)));
        }
        // 将JSONArray转换为List后排序
        List<JSONObject> jsonList = new ArrayList<>();
        for (int j = 0; j < chooseStandardJsonArray.size(); j++) {
            jsonList.add(chooseStandardJsonArray.getJSONObject(j));
        }
        // 对标规则排序
        if(jsonList.size() > 0){
            jsonList.sort((obj1, obj2) -> {
                Integer r1Index = code2Index.get(obj1.getString("label"));
                Integer r2Index = code2Index.get(obj2.getString("label"));
                if (r1Index == null && r2Index == null) {
                    return 0;
                } else if (r1Index == null) {
                    return 1;
                } else if (r2Index == null) {
                    return -1;
                } else {
                    return r1Index.compareTo(r2Index);
                }
            });
        }
        // 排序后再转回 JSONArray
        return new JSONArray(Collections.singletonList(jsonList));
    }

    private WorkReportDTOT buildWorkReportDTO(WorkManageVO work, boolean offline)  {
        log.info("开始构建buildWorkReportDTO");
        WorkManageVO detail = workManageService.getDetail(work.getId(), false);
        List<WorkProcedureVO> procedures = detail.getProcedures();
        // 不是离线的延时查询结果
        if(!offline){

            try {
                Thread.sleep(2000); // 延时2秒
            } catch (InterruptedException error) {
                error.printStackTrace();
            }
        }
        //一次全部查询
        List<WorkResultVO> ProcedureResultList = WorkResultService.searchAllVO(WorkResultVO.builder().workId(work.getId()).resultMode(WorkResultModeEnum.COMPARE).build());
        Map<Long, List<WorkResultVO>>  procedureIdAndResultMap = ProcedureResultList.stream().collect(Collectors.groupingBy(WorkResultVO::getProcedureId));
        //工序数据
        List<WorkReportProcedureDTO> procedureDTOList = new ArrayList<>();
        // 第一列
        List<WorkReportConditionDTO>  serialNoList = new ArrayList<>();
        // 第二列
        List<WorkReportConditionDTO>  sequenceList = new ArrayList<>();
        // 第三列
        List<WorkReportConditionDTO>  binList = new ArrayList<>();
        //
        if(procedures != null && procedures.size() > 0){
            log.info("procedures:" + procedures.size());
            procedures.forEach(e->{
                //管子名称
                String pipeName = e.getPipeName();
                // 工序参数
                JSONObject params = e.getParams();
                //构造条件
                if(conditionsList.isEmpty()){
                    conditionsList.addAll(Arrays.asList("CreateTime","DataFileName","TestFileName",".","TestIndex",
                            "TestPipe","TestMode","condition1","condition2","condition3","condition4","condition5",
                            "condition6",".",
                            "TestResult","MinLimit","MaxLimit","MinResult","MaxResult","Average","STD DEV","Serial#"));
                    conditionValueList.addAll(Arrays.asList(
                            DateUtil.format(work.getCreateTime(), DateUtils.DATE_FORMAT_19),
                            "",
                            work.getName(),
                            ".",
                            Optional.ofNullable(String.valueOf(e.getIdx())).orElse(""),
                            Optional.ofNullable(String.valueOf(e.getTsName())).orElse(""),
                            Optional.ofNullable(String.valueOf(e.getTmName())).orElse(""),
                            Optional.ofNullable(params.getString("T1")).orElse(""),
                            Optional.ofNullable(params.getString("T2")).orElse(""),
                            Optional.ofNullable(params.getString("T3")).orElse(""),
                            Optional.ofNullable(params.getString("correctT1")).orElse(""),
                            Optional.ofNullable(params.getString("targetIntensity")).orElse(""),
                            Optional.ofNullable(params.getString("targetVoltage")).orElse(""),
                            ".",
                            "","","","","","","","S#"
                            ));
                }
                if(serialNoList.isEmpty()){
                    XinGanXianWorkReportConditionDTO serialNo = new XinGanXianWorkReportConditionDTO();
                    serialNo.setConditionDTO(TableHeaderConfigDTO.builder().labels(conditionsList).value(".").build());
                    serialNoList.add(serialNo);
                }
                if(sequenceList.isEmpty()){
                    XinGanXianWorkReportConditionDTO sequence = new XinGanXianWorkReportConditionDTO();
                    sequence.setConditionDTO(TableHeaderConfigDTO.builder().labels(conditionValueList).value(detail.getSequence()).build());
                    sequenceList.add(sequence);
                }
                if(binList.isEmpty()){
                    XinGanXianWorkReportConditionDTO bin = new XinGanXianWorkReportConditionDTO();
                    List<String> binconditionList = new ArrayList<>(Collections.nCopies(conditionsList.size() - 1, ""));
                    binconditionList.add("Bin#");
                    bin.setConditionDTO(TableHeaderConfigDTO.builder().labels(binconditionList).value(String.valueOf(detail.getBinResult())).build());
                    binList.add(bin);
                }

                // 对标规则
                JSONArray chooseStandardJsonArray = new JSONArray();
                if(params.containsKey("chooseStandardList")){
                    chooseStandardJsonArray.addAll((JSONArray)params.get("chooseStandardList"));
                    log.info("工序 "+ e.getId() + " ,有对标规则");
                    // 排序对标规则
                    JSONArray sortedChooseStandardJsonArray = sortCompareRules(chooseStandardJsonArray);
                    // 结果集合初始化
                    Map<String, List<WorkResultVO>> collectMap = new HashMap<>();
                    // 有结果
                    if(e.getResult() != null){
                        //log.info("结果:" + e.getResult());
                        // 查找工序结果
                        //List<WorkResultVO> ProcedureResults = WorkResultService.searchAllVO(WorkResultVO.builder().procedureId(e.getId()).resultMode(WorkResultModeEnum.COMPARE).build());
                        List<WorkResultVO> ProcedureResults = procedureIdAndResultMap.get(e.getId());
                        if(ProcedureResults != null && ProcedureResults.size() > 0){
                            log.info("工序："+ e.getId() + "查到结果:" + ProcedureResults.size());
                            collectMap.putAll(ProcedureResults.stream().collect(Collectors.groupingBy(WorkResultVO::getName)));
                        }else{
                            log.info("工序："+ e.getId()+ "没有查到结果，重新查一次");
                            try {
                                Thread.sleep(2000); // 延时2秒
                            } catch (InterruptedException error) {
                                error.printStackTrace();
                            }
                            List<WorkResultVO> ProcedureResultListAgain = WorkResultService.searchAllVO(WorkResultVO.builder().workId(work.getId()).resultMode(WorkResultModeEnum.COMPARE).build());
                            Map<Long, List<WorkResultVO>>  procedureIdAndResultMapAgain = ProcedureResultListAgain.stream().collect(Collectors.groupingBy(WorkResultVO::getProcedureId));
                            List<WorkResultVO> ProcedureResultsAgain = procedureIdAndResultMapAgain.get(e.getId());
                            if(ProcedureResultsAgain != null && ProcedureResultsAgain.size() > 0){
                                log.info("工序："+ e.getId() + "查到结果:" + ProcedureResultListAgain.size());
                                collectMap.putAll(ProcedureResultsAgain.stream().collect(Collectors.groupingBy(WorkResultVO::getName)));
                            }else{
                                log.info("工序："+ e.getId()+ "没有查到结果");
                            }
                        }
                    }
                    // 遍历每个对标规则
                    ArrayList jsonArrayList = (ArrayList) sortedChooseStandardJsonArray.get(0);
                    log.info("工序id: "+ e.getId() +" ,对标规则数量: " + jsonArrayList.size());
                    jsonArrayList.forEach(ele->{
                        JSONObject jsonObject = (JSONObject)ele;
                        String unit = jsonObject.getString("unit").replace("(","").replace(")","");
                        String label = jsonObject.getString("label");
                        String maxValue = jsonObject.getString("maxValue");
                        String minValue = jsonObject.getString("minValue");
                        Double actual = 0.0;
                        if(collectMap.size() > 0){
                            List<WorkResultVO> WorkResultVOS = collectMap.get(label);
                            List<WorkResultVO> collectList = WorkResultVOS.stream()
                                    .sorted(Comparator.comparing(WorkResultVO::getId).reversed())
                                    .collect(Collectors.toList());
                            actual = collectList.get(0).getActual();
                        }
                        XinGanXianWorkReportProcedureDTO workReportProcedureDTO = new XinGanXianWorkReportProcedureDTO();
                        ArrayList<String> conditionList = new ArrayList<>(Collections.nCopies(conditionsList.size()-8, ""));
                        List<String> list = Arrays.asList(label, minValue, maxValue, "$$min$$", "$$max$$", "$$avg$$", "$$stddev$$", unit);
                        conditionList.addAll(list);
                        workReportProcedureDTO.setProcedureValue(TableHeaderConfigDTO.builder().labels(conditionList).value(String.valueOf(actual)).build());
                        procedureDTOList.add(workReportProcedureDTO);
                    });
                }else {
                    log.info("工序 "+  e.getId() + " ,没有对标规则");
                }
            });
        }

        WorkReportDTOT workReportDTO = new WorkReportDTOT();
        workReportDTO.setWorkReportProcedureDTOS(procedureDTOList);
        workReportDTO.setSerialNo(serialNoList);
        workReportDTO.setSequence(sequenceList);
        workReportDTO.setBin(binList);
        return workReportDTO;
    }


}