diff --git a/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/controller/admin/Wps/WpsController.java b/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/controller/admin/Wps/WpsController.java
index 6454c8fb..75bb7434 100644
--- a/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/controller/admin/Wps/WpsController.java
+++ b/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/controller/admin/Wps/WpsController.java
@@ -87,7 +87,7 @@ public class WpsController {
      * @return 判分
      */
     @GetMapping("/runWpsXlsx")
-    public CommonResult<List<XlsxInfoVo>> runWpsXlsx(String path) throws Exception {
+    public CommonResult<List<WpsPptxJudgementDto>> runWpsXlsx(String path) throws Exception {
         return CommonResult.success(judgementWpsExcelService.programmingWpsExcel(path));
     }
 
diff --git a/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/service/wps_excel/JudgementWpsExcelService.java b/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/service/wps_excel/JudgementWpsExcelService.java
index 3bfac291..f076ea46 100644
--- a/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/service/wps_excel/JudgementWpsExcelService.java
+++ b/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/service/wps_excel/JudgementWpsExcelService.java
@@ -3,6 +3,7 @@ package pc.exam.pp.module.judgement.service.wps_excel;
 
 
 import pc.exam.pp.module.exam.dal.dataobject.ExamQuestion;
+import pc.exam.pp.module.judgement.controller.admin.Wps.dto.WpsPptxJudgementDto;
 import pc.exam.pp.module.judgement.service.auto_tools.vo.SourceAndText;
 import pc.exam.pp.module.judgement.utils.wps_excel.vo.XlsxVO;
 import pc.exam.pp.module.judgement.utils.wps_excel.vo.xlsx_all.XlsxAllDataReqVo;
@@ -26,7 +27,7 @@ public interface JudgementWpsExcelService {
      * @return 文件内得考点及描述
      * @throws Exception 异常
      */
-    List<XlsxInfoVo> programmingWpsExcel(String path) throws Exception;
+    List<WpsPptxJudgementDto> programmingWpsExcel(String path) throws Exception;
 
     SourceAndText judgementWpsXlsx(double sorce, String pathC, String path, ExamQuestion examQuestion, String judgementStr) throws Exception;
 }
diff --git a/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/service/wps_excel/JudgementWpsExcelServiceImpl.java b/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/service/wps_excel/JudgementWpsExcelServiceImpl.java
index 1d9685b9..c16fcd4b 100644
--- a/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/service/wps_excel/JudgementWpsExcelServiceImpl.java
+++ b/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/service/wps_excel/JudgementWpsExcelServiceImpl.java
@@ -9,6 +9,7 @@ import pc.exam.pp.module.exam.dal.dataobject.ExamQuestionAnswer;
 import pc.exam.pp.module.exam.utils.file.LogFileUtils;
 import pc.exam.pp.module.infra.dal.dataobject.config.ConfigDO;
 import pc.exam.pp.module.infra.service.config.ConfigService;
+import pc.exam.pp.module.judgement.controller.admin.Wps.dto.WpsPptxJudgementDto;
 import pc.exam.pp.module.judgement.dal.mysql.wpsxlsx.WpsXlsxLinkMapper;
 import pc.exam.pp.module.judgement.service.auto_tools.AutoToolsService;
 import pc.exam.pp.module.judgement.service.auto_tools.vo.SourceAndText;
@@ -32,12 +33,12 @@ public class JudgementWpsExcelServiceImpl implements JudgementWpsExcelService {
     ConfigService configService;
 
     @Override
-    public List<XlsxInfoVo> programmingWpsExcel(String path) throws Exception {
+    public List<WpsPptxJudgementDto> programmingWpsExcel(String path) throws Exception {
         // 1、获取文件临时下载路径
         ConfigDO config = configService.getConfigByKey("file_down_path");
         // 2、下载文件并返回文件完整路径
         String pathName = autoToolsService.downloadStudentFile(path, config.getValue());
-        List<XlsxInfoVo> margins = WpsExcelUtils.wpsExcel(pathName);
+        List<WpsPptxJudgementDto> margins = WpsExcelUtils.wpsExcel(pathName, "1");
         // 5、已经读取完得考点删除源文件
         File file = new File(pathName);
         file.delete();
@@ -57,7 +58,7 @@ public class JudgementWpsExcelServiceImpl implements JudgementWpsExcelService {
         LogFileUtils.writeLine("✅ 开始WPS_Xlsx判分");
         judgementStr = HtmlAppender.appendHtmlLine(judgementStr, "✅ 开始WPS_Xlsx判分");
         double wpsXlsxScore = 0;
-        List<XlsxInfoVo> margins = WpsExcelUtils.wpsExcel(path);
+        List<WpsPptxJudgementDto> margins = WpsExcelUtils.wpsExcel(path, "0");
         // 3、获取答案得组成
         List<ExamQuestionAnswer>  answerList = examQuestion.getAnswerList();
         // 考点 sheetNumber@type@secondType@englishName@value
@@ -66,10 +67,9 @@ public class JudgementWpsExcelServiceImpl implements JudgementWpsExcelService {
         for (ExamQuestionAnswer examQuestionAnswer : answerList) {
             boolean flag = false;
             double one_sorce = 0;
-            for (XlsxInfoVo xlsxInfoVo : margins) {
+            for (WpsPptxJudgementDto xlsxInfoVo : margins) {
                 // 原始考点
-                String originalTestPoint = xlsxInfoVo.getSheetNumber() + "@" + xlsxInfoVo.getType() + "@" + xlsxInfoVo.getSecondType() + "@" + xlsxInfoVo.getEnglishName() + "@" + xlsxInfoVo.getValue();
-                if (originalTestPoint.equals(examQuestionAnswer.getContent())) {
+                if (xlsxInfoVo.getContent().equals(examQuestionAnswer.getContent())) {
                     flag = true;
                     // 得分 根据权重进行得分  每个选项分值 = 总分 / 总权重
                     if (examQuestionAnswer.getScoreRate().equals("1")) {
diff --git a/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/utils/wps_excel/WpsExcelUtils.java b/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/utils/wps_excel/WpsExcelUtils.java
index 3bce7f4e..a83b55bc 100644
--- a/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/utils/wps_excel/WpsExcelUtils.java
+++ b/exam-module-judgement/exam-module-judgement-biz/src/main/java/pc/exam/pp/module/judgement/utils/wps_excel/WpsExcelUtils.java
@@ -10,6 +10,7 @@ import org.apache.poi.xssf.usermodel.XSSFSheet;
 import org.apache.poi.xssf.usermodel.XSSFWorkbook;
 import org.apache.xmlbeans.XmlCursor;
 import org.apache.xmlbeans.XmlObject;
+import pc.exam.pp.module.judgement.controller.admin.Wps.dto.WpsPptxJudgementDto;
 import pc.exam.pp.module.judgement.utils.wps_excel.vo.*;
 import pc.exam.pp.module.judgement.utils.wps_excel.vo.xlsx_chart.ChartTypeEntry;
 import pc.exam.pp.module.judgement.utils.wps_excel.vo.xlsx_drawing.XlsxInfoVo;
@@ -105,7 +106,7 @@ public class WpsExcelUtils {
     }
 
 
-    public static List<XlsxInfoVo> wpsExcel(String filePath) throws Exception {
+    public static List<WpsPptxJudgementDto> wpsExcel(String filePath, String index) throws Exception {
         // 获取共享字符串
         String[] sharedStrings = extractSharedStrings(filePath);
         // 读取样式xml
@@ -347,7 +348,28 @@ public class WpsExcelUtils {
         } catch (InvalidFormatException e) {
             throw new RuntimeException(e);
         }
-        return xlsxInfoVos;
+        List<WpsPptxJudgementDto> xlsxInfos = new ArrayList<>();
+        for (XlsxInfoVo xlsxInfoVo : xlsxInfoVos) {
+            WpsPptxJudgementDto wpsPptxJudgementDto = new WpsPptxJudgementDto();
+            wpsPptxJudgementDto.setContentIn(xlsxInfoVo.getSheetName() + "@" + xlsxInfoVo.getTypeName() + "@" + xlsxInfoVo.getCell() + "@" + xlsxInfoVo.getSecondTypeName() + "@" + xlsxInfoVo.getChineseName() + "@"+ xlsxInfoVo.getValue());
+            wpsPptxJudgementDto.setContent(xlsxInfoVo.getSheetName() + "@" + xlsxInfoVo.getType() + "@" + xlsxInfoVo.getCell() + "@" + xlsxInfoVo.getSecondType() + "@" + xlsxInfoVo.getEnglishName() + "@"+ xlsxInfoVo.getValue());
+            wpsPptxJudgementDto.setScoreRate("1");
+            xlsxInfos.add(wpsPptxJudgementDto);
+        }
+        // TODO
+        if (index == "1") {
+            List<WpsPptxJudgementDto> randomItems = getRandomItems(xlsxInfos, 50);
+            return randomItems;
+        } else {
+            return xlsxInfos;
+        }
+    }
+
+    // 扁平化多维列表
+    public static <T> List<T> getRandomItems(List<T> list, int count) {
+        List<T> copy = new ArrayList<>(list); // 创建副本，避免修改原列表
+        Collections.shuffle(copy);            // 打乱顺序
+        return copy.subList(0, Math.min(count, copy.size())); // 抽取前count个
     }
 
     // 支持所有类型的单元格