diff --git a/jeecg-module-system/jeecg-system-start/src/main/java/org/jeecg/modules/service/impl/CenterServiceImpl.java b/jeecg-module-system/jeecg-system-start/src/main/java/org/jeecg/modules/service/impl/CenterServiceImpl.java
index dc6b5ada..5fe80ba5 100644
--- a/jeecg-module-system/jeecg-system-start/src/main/java/org/jeecg/modules/service/impl/CenterServiceImpl.java
+++ b/jeecg-module-system/jeecg-system-start/src/main/java/org/jeecg/modules/service/impl/CenterServiceImpl.java
@@ -262,7 +262,18 @@ public class CenterServiceImpl extends ServiceImpl<Cet_4Mapper, Cet_4> implement
                 Cet4_majorQW.clear();
                 Cet4_majorQW.select(Cet4_major::getCode).eq(Cet4_major::getEntrydate, entryDate).eq(Cet4_major::getState, "在校");
                 allStudent = cet4_majorMapper.selectCount(Cet4_majorQW);
-            } else if (college.equals("专升本")) {
+            }else if(college.equals("全校（不含艺体美外语）")) {
+                totalName = "全校";
+                Cet_4QW.eq(Cet_4::getEntrydate, entryDate)
+                        .eq(Cet_4::getBatch, batchList.get(i))
+                        .eq(Cet_4::getState, "在校");
+                Cet_4QW.notIn(Cet_4::getCollege, Arrays.asList("体育科学学院", "美术学院", "音乐学院"));
+                Cet_4QW.notIn(Cet_4::getMajorname, Arrays.asList("英语","翻译", "商务英语", "表演","广播电视编导", "录音艺术", "播音与主持艺术","动画", "摄影", "数字媒体艺术"));
+                Cet4_majorQW.clear();
+                Cet4_majorQW.select(Cet4_major::getCode).eq(Cet4_major::getEntrydate, entryDate).eq(Cet4_major::getState, "在校");
+                allStudent = cet4_majorMapper.selectCount(Cet4_majorQW);
+
+            }else if (college.equals("专升本")) {
                 totalName = "全校";
                 Cet_4QW.eq(Cet_4::getLevel, college).eq(Cet_4::getEntrydate, entryDate).eq(Cet_4::getBatch, batchList.get(i));
                 //查询该年级的专升本在籍学生
diff --git a/jeecg-module-system/jeecg-system-start/src/main/java/org/jeecg/modules/service/impl/Cet_4ServiceImpl.java b/jeecg-module-system/jeecg-system-start/src/main/java/org/jeecg/modules/service/impl/Cet_4ServiceImpl.java
index 8847edb4..7ccea6d2 100644
--- a/jeecg-module-system/jeecg-system-start/src/main/java/org/jeecg/modules/service/impl/Cet_4ServiceImpl.java
+++ b/jeecg-module-system/jeecg-system-start/src/main/java/org/jeecg/modules/service/impl/Cet_4ServiceImpl.java
@@ -96,6 +96,10 @@ public class Cet_4ServiceImpl extends ServiceImpl<Cet_4Mapper, Cet_4> implements
 
     @Override
     public Result<JSONObject> getRateByBatch(String college, String batchStr) {
+
+        if (redisTemplate.opsForValue().get("getRateByBatch" + college + batchStr) != null) {
+            return Result.ok((JSONObject) redisTemplate.opsForValue().get("getRateByBatch" + college + batchStr));
+        }
         SimpleDateFormat dateFormat = new SimpleDateFormat("yyyy-MM-dd");
         DecimalFormat decimalFormat = new DecimalFormat("#.#");
         Date batch;
@@ -119,17 +123,18 @@ public class Cet_4ServiceImpl extends ServiceImpl<Cet_4Mapper, Cet_4> implements
         //根据批次查人数
 
         queryWrapper.ge(Cet_4::getResult, 425);
-        List<Cet_4> result = cet4Mapper.selectList(queryWrapper);
-        collect = result.stream().collect(Collectors.groupingBy(Cet_4::getCollege));
+        List<Cet_4> passedList = cet4Mapper.selectList(queryWrapper);
+        passedList = passedList.stream().filter(e -> trueEntryDate.contains(e.getEntrydate())).collect(Collectors.toList());
+        if(college.equals("全校")){
+            collect = passedList.stream().collect(Collectors.groupingBy(Cet_4::getCollege));
+        }else{
+            //TODO：majorname为空时存在异常
+            collect = passedList.stream().collect(Collectors.groupingBy(Cet_4::getMajorname));
+        }
 
         // 过滤除去错误的数据
         allStudentList = allStudentList.stream().filter(e -> trueEntryDate.contains(e.getEntrydate())).collect(Collectors.toList());
         long allStudent = allStudentList.size();
-        //获取通过人数
-        LambdaQueryWrapper<Cet_4> passWrapper = new LambdaQueryWrapper<>();
-        passWrapper.eq(Cet_4::getBatch, batch).ge(Cet_4::getResult, 425).eq(!college.equals("全校"), Cet_4::getCollege, college);
-        List<Cet_4> passedList = list(passWrapper);
-        passedList = passedList.stream().filter(e -> trueEntryDate.contains(e.getEntrydate())).collect(Collectors.toList());
 
         long passStudent = passedList.size();
         double passRateSum = (passStudent / (double) allStudent) * 100;
@@ -176,6 +181,7 @@ public class Cet_4ServiceImpl extends ServiceImpl<Cet_4Mapper, Cet_4> implements
         resultData.put("data", jsonObject);
         resultData.put("gradeData", gradeByBatch);
         System.out.println(resultData);
+        redisTemplate.opsForValue().set("getRateByBatch" + college + batchStr, resultData);
         return Result.OK(resultData);
     }
 
@@ -560,7 +566,7 @@ public class Cet_4ServiceImpl extends ServiceImpl<Cet_4Mapper, Cet_4> implements
     public Result<JSONObject> getRateByMajorAndLastestBatch(getRateByMajorAndLastestBatchDto getRateByMajorAndLastestBatchParam) {
         Date batch = cet4Mapper.lastestDate();
         JSONObject json = new JSONObject();
-        json.put("data",getGradeByBatch(batch,getRateByMajorAndLastestBatchParam.getCollege(),getRateByMajorAndLastestBatchParam.getMajor()));
+        json.put("data", getGradeByBatch(batch, getRateByMajorAndLastestBatchParam.getCollege(), getRateByMajorAndLastestBatchParam.getMajor()));
         return Result.ok(json);
     }
 
@@ -586,7 +592,9 @@ public class Cet_4ServiceImpl extends ServiceImpl<Cet_4Mapper, Cet_4> implements
             if (getRateByEntryDateDtoParams.getMajor() != null && !getRateByEntryDateDtoParams.getMajor().isEmpty()) {
                 cet4StudentCount.eq(Cet_4::getMajorname, getRateByEntryDateDtoParams.getMajor());
             }
-            long allStudentCount = cet4Mapper.selectCount(cet4StudentCount);
+            cet4StudentCount.groupBy(Cet_4::getCode);
+            List<Object> allStudentList = cet4Mapper.selectObjs(cet4StudentCount);
+            long allStudentCount = allStudentList.size();
             // 统计当前 entryDate 下的通过人数
             //所有参加过四级考试的学生
             Map<String, Integer> attendMap4 = new HashMap<>();