diff --git a/approve/src/main/resources/logback.xml b/approve/src/main/resources/logback.xml
index 11be6dbc..6c6a39c9 100644
--- a/approve/src/main/resources/logback.xml
+++ b/approve/src/main/resources/logback.xml
@@ -38,15 +38,51 @@
 <!--        </triggeringPolicy>-->
     </appender>
 
+    <!-- 日志输出级别 -->
+    <root level="INFO">
+        <appender-ref ref="STDOUT" />
+        <appender-ref ref="FILE" />
+    </root>
+
     <!-- 绑定 FeignClient → 输出到日志文件 -->
     <logger name="FeignClient" level="INFO" additivity="false">
         <appender-ref ref="FILE" />
         <appender-ref ref="STDOUT" />
     </logger>
 
-    <!-- 日志输出级别 -->
-    <root level="INFO">
-        <appender-ref ref="STDOUT" />
-        <appender-ref ref="FILE" />
-    </root>
+    <!-- MyBatis SQL语句输出配置 -->
+    <logger name="org.apache.ibatis" level="DEBUG"/>
+    <logger name="org.apache.ibatis.session.AutoMappingUnknownColumnBehavior" level="ERROR"/>
+
+    <!-- MyBatis SQL语句详细输出 -->
+    <logger name="org.apache.ibatis.logging" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc.BaseJdbcLogger" level="DEBUG"/>
+    <logger name="org.apache.ibatis.datasource" level="DEBUG"/>
+    <logger name="org.apache.ibatis.transaction" level="DEBUG"/>
+    <logger name="org.apache.ibatis.cache" level="DEBUG"/>
+
+    <logger name="org.mybatis" level="DEBUG"/>
+    <logger name="org.mybatis.spring" level="DEBUG"/>
+    <logger name="org.mybatis.spring.SqlSessionUtils" level="DEBUG"/>
+    <logger name="org.mybatis.spring.transaction" level="DEBUG"/>
+
+    <!-- MyBatis-Plus 相关日志配置 -->
+    <logger name="com.baomidou.mybatisplus" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisConfiguration" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisMapperRegistry" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.override.MybatisMapperProxy" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.spring" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.MybatisPlusProperties" level="DEBUG"/>
+
+    <logger name="java.sql" level="DEBUG"/>
+    <logger name="java.sql.Connection" level="DEBUG"/>
+    <logger name="java.sql.Statement" level="DEBUG"/>
+    <logger name="java.sql.PreparedStatement" level="DEBUG"/>
+    <logger name="java.sql.ResultSet" level="DEBUG"/>
+
+    <logger name="com.sdm.project" level="INFO"/>
+    <logger name="com.sdm.project.dao" level="DEBUG"/>
 </configuration>
\ No newline at end of file
diff --git a/capability/src/main/resources/logback.xml b/capability/src/main/resources/logback.xml
index d0c7b124..a42fa36a 100644
--- a/capability/src/main/resources/logback.xml
+++ b/capability/src/main/resources/logback.xml
@@ -57,6 +57,12 @@
         </filter>
     </appender>
 
+    <!-- 日志输出级别 -->
+    <root level="INFO">
+        <appender-ref ref="STDOUT" />
+        <appender-ref ref="FILE" />
+    </root>
+
     <!-- 绑定 FeignClient → 输出到日志文件 -->
     <logger name="FeignClient" level="INFO" additivity="false">
         <appender-ref ref="FILE" />
@@ -69,9 +75,39 @@
         <appender-ref ref="STDOUT" />    <!-- 同时输出到控制台（显示 CoreLogger） -->
     </logger>
 
-    <!-- 日志输出级别 -->
-    <root level="INFO">
-        <appender-ref ref="STDOUT" />
-        <appender-ref ref="FILE" />
-    </root>
+    <!-- MyBatis SQL语句输出配置 -->
+    <logger name="org.apache.ibatis" level="DEBUG"/>
+    <logger name="org.apache.ibatis.session.AutoMappingUnknownColumnBehavior" level="ERROR"/>
+
+    <!-- MyBatis SQL语句详细输出 -->
+    <logger name="org.apache.ibatis.logging" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc.BaseJdbcLogger" level="DEBUG"/>
+    <logger name="org.apache.ibatis.datasource" level="DEBUG"/>
+    <logger name="org.apache.ibatis.transaction" level="DEBUG"/>
+    <logger name="org.apache.ibatis.cache" level="DEBUG"/>
+
+    <logger name="org.mybatis" level="DEBUG"/>
+    <logger name="org.mybatis.spring" level="DEBUG"/>
+    <logger name="org.mybatis.spring.SqlSessionUtils" level="DEBUG"/>
+    <logger name="org.mybatis.spring.transaction" level="DEBUG"/>
+
+    <!-- MyBatis-Plus 相关日志配置 -->
+    <logger name="com.baomidou.mybatisplus" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisConfiguration" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisMapperRegistry" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.override.MybatisMapperProxy" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.spring" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.MybatisPlusProperties" level="DEBUG"/>
+
+    <logger name="java.sql" level="DEBUG"/>
+    <logger name="java.sql.Connection" level="DEBUG"/>
+    <logger name="java.sql.Statement" level="DEBUG"/>
+    <logger name="java.sql.PreparedStatement" level="DEBUG"/>
+    <logger name="java.sql.ResultSet" level="DEBUG"/>
+
+    <logger name="com.sdm.project" level="INFO"/>
+    <logger name="com.sdm.project.dao" level="DEBUG"/>
 </configuration>
\ No newline at end of file
diff --git a/data/src/main/java/com/sdm/data/service/impl/ModelServiceImpl.java b/data/src/main/java/com/sdm/data/service/impl/ModelServiceImpl.java
index 3fef3631..9a4f8849 100644
--- a/data/src/main/java/com/sdm/data/service/impl/ModelServiceImpl.java
+++ b/data/src/main/java/com/sdm/data/service/impl/ModelServiceImpl.java
@@ -248,7 +248,7 @@ public class ModelServiceImpl implements IModelService {
             minioInputStream = dataFileService.getMinioInputStream(trainingDataHandleFileId);
 
             if (minioInputStream == null) {
-                return SdmResponse.failed("无法从MinIO获取文件流");
+                return SdmResponse.success("请导入数据处理");
             }
 
 
@@ -261,7 +261,9 @@ public class ModelServiceImpl implements IModelService {
             return SdmResponse.failed("处理JSON文件失败: " + e.getMessage());
         } finally {
             try {
-                minioInputStream.close();
+                if (minioInputStream != null) {
+                    minioInputStream.close();
+                }
             } catch (IOException e) {
                 log.error("关闭输入流失败", e);
             }
@@ -1344,7 +1346,7 @@ public class ModelServiceImpl implements IModelService {
             }
         }
         if (model.getPredStatus().equals("待开始") || model.getPredStatus().equals("预测中")) {
-            return SdmResponse.failed("模型预测未完成");
+            return SdmResponse.success("模型预测未完成");
         }
         String inputPredLabelValue = model.getInputPredLabelValue();
         if (inputPredLabelValue != null) {
diff --git a/data/src/main/resources/logback.xml b/data/src/main/resources/logback.xml
index 3c69184d..25695cf5 100644
--- a/data/src/main/resources/logback.xml
+++ b/data/src/main/resources/logback.xml
@@ -76,6 +76,15 @@
         </filter>
     </appender>
 
+
+    <!-- 全局日志级别设置为DEBUG（确保DEBUG日志能被捕获） -->
+    <root level="INFO">
+        <appender-ref ref="STDOUT" /> <!-- 控制台输出DEBUG及以上 -->
+        <appender-ref ref="INFO_FILE" /> <!-- INFO及以上输出到running.log -->
+        <appender-ref ref="DEBUG_FILE" /> <!-- 仅DEBUG输出到running_debug.log -->
+    </root>
+
+
     <!-- 绑定 FeignClient → 输出到日志文件 -->
     <logger name="FeignClient" level="INFO" additivity="false">
         <appender-ref ref="INFO_FILE" />
@@ -88,19 +97,39 @@
         <appender-ref ref="STDOUT" />    <!-- 同时输出到控制台（显示 CoreLogger） -->
     </logger>
 
-    <!-- 全局日志级别设置为DEBUG（确保DEBUG日志能被捕获） -->
-    <root level="INFO">
-        <appender-ref ref="STDOUT" /> <!-- 控制台输出DEBUG及以上 -->
-        <appender-ref ref="INFO_FILE" /> <!-- INFO及以上输出到running.log -->
-        <appender-ref ref="DEBUG_FILE" /> <!-- 仅DEBUG输出到running_debug.log -->
-    </root>
+    <!-- MyBatis SQL语句输出配置 -->
+    <logger name="org.apache.ibatis" level="DEBUG"/>
+    <logger name="org.apache.ibatis.session.AutoMappingUnknownColumnBehavior" level="ERROR"/>
 
-    <!-- local环境使用DEBUG级别 -->
-    <springProfile name="local">
-        <root level="DEBUG">
-            <appender-ref ref="STDOUT" /> <!-- 控制台输出DEBUG及以上 -->
-            <appender-ref ref="INFO_FILE" /> <!-- INFO及以上输出到running.log -->
-            <appender-ref ref="DEBUG_FILE" /> <!-- 仅DEBUG输出到running_debug.log -->
-        </root>
-    </springProfile>
+    <!-- MyBatis SQL语句详细输出 -->
+    <logger name="org.apache.ibatis.logging" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc.BaseJdbcLogger" level="DEBUG"/>
+    <logger name="org.apache.ibatis.datasource" level="DEBUG"/>
+    <logger name="org.apache.ibatis.transaction" level="DEBUG"/>
+    <logger name="org.apache.ibatis.cache" level="DEBUG"/>
+
+    <logger name="org.mybatis" level="DEBUG"/>
+    <logger name="org.mybatis.spring" level="DEBUG"/>
+    <logger name="org.mybatis.spring.SqlSessionUtils" level="DEBUG"/>
+    <logger name="org.mybatis.spring.transaction" level="DEBUG"/>
+
+    <!-- MyBatis-Plus 相关日志配置 -->
+    <logger name="com.baomidou.mybatisplus" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisConfiguration" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisMapperRegistry" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.override.MybatisMapperProxy" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.spring" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.MybatisPlusProperties" level="DEBUG"/>
+
+    <logger name="java.sql" level="DEBUG"/>
+    <logger name="java.sql.Connection" level="DEBUG"/>
+    <logger name="java.sql.Statement" level="DEBUG"/>
+    <logger name="java.sql.PreparedStatement" level="DEBUG"/>
+    <logger name="java.sql.ResultSet" level="DEBUG"/>
+
+    <logger name="com.sdm.project" level="INFO"/>
+    <logger name="com.sdm.project.dao" level="DEBUG"/>
 </configuration>
\ No newline at end of file
diff --git a/pbs/src/main/resources/logback.xml b/pbs/src/main/resources/logback.xml
index a2f6937a..b6d247f3 100644
--- a/pbs/src/main/resources/logback.xml
+++ b/pbs/src/main/resources/logback.xml
@@ -36,15 +36,51 @@
 <!--        </triggeringPolicy>-->
     </appender>
 
+    <!-- 日志输出级别 -->
+    <root level="INFO">
+        <appender-ref ref="STDOUT" />
+        <appender-ref ref="FILE" />
+    </root>
+
     <!-- 绑定 FeignClient → 输出到日志文件 -->
     <logger name="FeignClient" level="INFO" additivity="false">
         <appender-ref ref="FILE" />
         <appender-ref ref="STDOUT" />
     </logger>
 
-    <!-- 日志输出级别 -->
-    <root level="INFO">
-        <appender-ref ref="STDOUT" />
-        <appender-ref ref="FILE" />
-    </root>
+    <!-- MyBatis SQL语句输出配置 -->
+    <logger name="org.apache.ibatis" level="DEBUG"/>
+    <logger name="org.apache.ibatis.session.AutoMappingUnknownColumnBehavior" level="ERROR"/>
+
+    <!-- MyBatis SQL语句详细输出 -->
+    <logger name="org.apache.ibatis.logging" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc.BaseJdbcLogger" level="DEBUG"/>
+    <logger name="org.apache.ibatis.datasource" level="DEBUG"/>
+    <logger name="org.apache.ibatis.transaction" level="DEBUG"/>
+    <logger name="org.apache.ibatis.cache" level="DEBUG"/>
+
+    <logger name="org.mybatis" level="DEBUG"/>
+    <logger name="org.mybatis.spring" level="DEBUG"/>
+    <logger name="org.mybatis.spring.SqlSessionUtils" level="DEBUG"/>
+    <logger name="org.mybatis.spring.transaction" level="DEBUG"/>
+
+    <!-- MyBatis-Plus 相关日志配置 -->
+    <logger name="com.baomidou.mybatisplus" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisConfiguration" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisMapperRegistry" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.override.MybatisMapperProxy" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.spring" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.MybatisPlusProperties" level="DEBUG"/>
+
+    <logger name="java.sql" level="DEBUG"/>
+    <logger name="java.sql.Connection" level="DEBUG"/>
+    <logger name="java.sql.Statement" level="DEBUG"/>
+    <logger name="java.sql.PreparedStatement" level="DEBUG"/>
+    <logger name="java.sql.ResultSet" level="DEBUG"/>
+
+    <logger name="com.sdm.project" level="INFO"/>
+    <logger name="com.sdm.project.dao" level="DEBUG"/>
 </configuration>
\ No newline at end of file
diff --git a/performance/src/main/resources/logback.xml b/performance/src/main/resources/logback.xml
index c16756bf..2b507257 100644
--- a/performance/src/main/resources/logback.xml
+++ b/performance/src/main/resources/logback.xml
@@ -36,6 +36,12 @@
 <!--        </triggeringPolicy>-->
     </appender>
 
+    <!-- 日志输出级别 -->
+    <root level="INFO">
+        <appender-ref ref="STDOUT" />
+        <appender-ref ref="FILE" />
+    </root>
+
     <!-- 绑定 FeignClient → 输出到日志文件 -->
     <logger name="FeignClient" level="INFO" additivity="false">
         <appender-ref ref="FILE" />
@@ -47,4 +53,40 @@
         <appender-ref ref="STDOUT" />
         <appender-ref ref="FILE" />
     </root>
+
+    <!-- MyBatis SQL语句输出配置 -->
+    <logger name="org.apache.ibatis" level="DEBUG"/>
+    <logger name="org.apache.ibatis.session.AutoMappingUnknownColumnBehavior" level="ERROR"/>
+
+    <!-- MyBatis SQL语句详细输出 -->
+    <logger name="org.apache.ibatis.logging" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc.BaseJdbcLogger" level="DEBUG"/>
+    <logger name="org.apache.ibatis.datasource" level="DEBUG"/>
+    <logger name="org.apache.ibatis.transaction" level="DEBUG"/>
+    <logger name="org.apache.ibatis.cache" level="DEBUG"/>
+
+    <logger name="org.mybatis" level="DEBUG"/>
+    <logger name="org.mybatis.spring" level="DEBUG"/>
+    <logger name="org.mybatis.spring.SqlSessionUtils" level="DEBUG"/>
+    <logger name="org.mybatis.spring.transaction" level="DEBUG"/>
+
+    <!-- MyBatis-Plus 相关日志配置 -->
+    <logger name="com.baomidou.mybatisplus" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisConfiguration" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisMapperRegistry" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.override.MybatisMapperProxy" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.spring" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.MybatisPlusProperties" level="DEBUG"/>
+
+    <logger name="java.sql" level="DEBUG"/>
+    <logger name="java.sql.Connection" level="DEBUG"/>
+    <logger name="java.sql.Statement" level="DEBUG"/>
+    <logger name="java.sql.PreparedStatement" level="DEBUG"/>
+    <logger name="java.sql.ResultSet" level="DEBUG"/>
+
+    <logger name="com.sdm.project" level="INFO"/>
+    <logger name="com.sdm.project.dao" level="DEBUG"/>
 </configuration>
\ No newline at end of file
diff --git a/project/src/main/java/com/sdm/project/model/req/GetUserGroupTaskCompleteStatisticsReq.java b/project/src/main/java/com/sdm/project/model/req/GetUserGroupTaskCompleteStatisticsReq.java
index ee3fc9bd..0a1eea62 100644
--- a/project/src/main/java/com/sdm/project/model/req/GetUserGroupTaskCompleteStatisticsReq.java
+++ b/project/src/main/java/com/sdm/project/model/req/GetUserGroupTaskCompleteStatisticsReq.java
@@ -4,6 +4,9 @@ import io.swagger.v3.oas.annotations.media.Schema;
 import jakarta.validation.constraints.NotNull;
 import lombok.Data;
 
+import java.util.List;
+import java.util.Set;
+
 /**
  * 用户组任务完成情况统计请求参数
  */
@@ -16,6 +19,9 @@ public class GetUserGroupTaskCompleteStatisticsReq {
     
     @Schema(description = "用户ID")
     private Long userId;
+
+    @Schema(description = "用户")
+    private Set<Long> userIds;
     
     @Schema(description = "标签1")
     private String tag1;
diff --git a/project/src/main/java/com/sdm/project/model/vo/UserGroupDifficultyVo.java b/project/src/main/java/com/sdm/project/model/vo/UserGroupDifficultyVo.java
index 72ff5f49..5465868f 100644
--- a/project/src/main/java/com/sdm/project/model/vo/UserGroupDifficultyVo.java
+++ b/project/src/main/java/com/sdm/project/model/vo/UserGroupDifficultyVo.java
@@ -4,7 +4,7 @@ import lombok.Data;
 
 @Data
 public class UserGroupDifficultyVo {
-    private float difficulty;
+    private float difficult;
     private Long userId;
     private String nickname;
     private Long groupId;
diff --git a/project/src/main/java/com/sdm/project/service/impl/NodeServiceImpl.java b/project/src/main/java/com/sdm/project/service/impl/NodeServiceImpl.java
index d116ab64..5ef430d2 100644
--- a/project/src/main/java/com/sdm/project/service/impl/NodeServiceImpl.java
+++ b/project/src/main/java/com/sdm/project/service/impl/NodeServiceImpl.java
@@ -709,20 +709,10 @@ public class NodeServiceImpl extends ServiceImpl<SimulationNodeMapper, Simulatio
 
     @Override
     public SdmResponse getUserGroupProjectStatistics(Long userGroupId, Long userId) {
-        QueryGroupDetailReq req = new QueryGroupDetailReq();
-        req.setCurrent(1);
-        req.setSize(1000);
-        req.setId(userGroupId);
-        req.setTenantId(ThreadLocalContext.getTenantId());
-        SdmResponse<SysUserGroupDetailResp> sysUserGroupDetailRespSdmResponse = sysUserFeignClient.queryGroupDetail(req);
-        if (!sysUserGroupDetailRespSdmResponse.isSuccess()
-                || ObjectUtils.isEmpty(sysUserGroupDetailRespSdmResponse.getData())
-                || ObjectUtils.isEmpty(sysUserGroupDetailRespSdmResponse.getData().getUsers())
-                || ObjectUtils.isEmpty(sysUserGroupDetailRespSdmResponse.getData().getUsers().getData())) {
+        Map<Long, String> userId2Nickname = getUserIdToNicknameMap(userGroupId);
+        if (MapUtils.isEmpty(userId2Nickname)) {
             return SdmResponse.success();
         }
-        Map<Long, String> userId2Nickname = sysUserGroupDetailRespSdmResponse.getData().getUsers().getData().stream().collect(Collectors.toMap(CIDUserResp::getUserId, CIDUserResp::getNickname));
-
 
         Set<Long> userIds = new HashSet<>();
         if (ObjectUtils.isEmpty(userId)) {
@@ -731,7 +721,6 @@ public class NodeServiceImpl extends ServiceImpl<SimulationNodeMapper, Simulatio
             userIds.add(userId);
         }
 
-
         List<UserGroupProjectVo> userGroupProjectStatistics = this.baseMapper.getUserGroupProjectStatistics(userIds);
         if (CollectionUtils.isEmpty(userGroupProjectStatistics)) {
             return SdmResponse.success(new ArrayList<>());
@@ -758,8 +747,45 @@ public class NodeServiceImpl extends ServiceImpl<SimulationNodeMapper, Simulatio
         return SdmResponse.success(userResult);
     }
 
+    /**
+     * 获取用户组内用户ID到昵称的映射
+     *
+     * @param userGroupId 用户组ID
+     * @return 用户ID到昵称的映射
+     */
+    private Map<Long, String> getUserIdToNicknameMap(Long userGroupId) {
+        QueryGroupDetailReq req = new QueryGroupDetailReq();
+        req.setCurrent(1);
+        req.setSize(1000);
+        req.setId(userGroupId);
+        req.setTenantId(ThreadLocalContext.getTenantId());
+        SdmResponse<SysUserGroupDetailResp> sysUserGroupDetailRespSdmResponse = sysUserFeignClient.queryGroupDetail(req);
+        if (!sysUserGroupDetailRespSdmResponse.isSuccess()
+                || ObjectUtils.isEmpty(sysUserGroupDetailRespSdmResponse.getData())
+                || ObjectUtils.isEmpty(sysUserGroupDetailRespSdmResponse.getData().getUsers())
+                || ObjectUtils.isEmpty(sysUserGroupDetailRespSdmResponse.getData().getUsers().getData())) {
+            return Collections.emptyMap();
+        }
+        return sysUserGroupDetailRespSdmResponse.getData().getUsers().getData().stream().collect(Collectors.toMap(CIDUserResp::getUserId, CIDUserResp::getNickname));
+    }
+
     @Override
     public SdmResponse getUserGroupTaskCompleteStatistics(GetUserGroupTaskCompleteStatisticsReq req) {
+        Map<Long, String> userId2Nickname = getUserIdToNicknameMap(req.getUserGroupId());
+        if (MapUtils.isEmpty(userId2Nickname)) {
+            return SdmResponse.success();
+        }
+
+        // 设置用户ID列表
+        Set<Long> userIds = new HashSet<>();
+        if (ObjectUtils.isEmpty(req.getUserId())) {
+            userIds = userId2Nickname.keySet();
+        } else {
+            userIds.add(req.getUserId());
+        }
+
+        req.setUserIds(userIds);
+        
         List<UserGroupTaskCompleteVo> userGroupTaskCompleteStatistics = this.baseMapper.getUserGroupTaskCompleteStatistics(req);
 
         // 按用户分组统计任务状态
@@ -776,7 +802,7 @@ public class NodeServiceImpl extends ServiceImpl<SimulationNodeMapper, Simulatio
 
             UserGroupTaskCompleteStatisticsVo userStat = userStatisticsMap.getOrDefault(userId, new UserGroupTaskCompleteStatisticsVo());
             userStat.setUserId(userId);
-            userStat.setUserName(item.getNickname());
+            userStat.setUserName(userId2Nickname.getOrDefault(userId, "Unknown User"));
 
             Map<String, Integer> statusCount = userStat.getStatusCount();
             if (statusCount == null) {
@@ -800,6 +826,20 @@ public class NodeServiceImpl extends ServiceImpl<SimulationNodeMapper, Simulatio
 
     @Override
     public SdmResponse getUserGroupDifficultyStatistics(GetUserGroupTaskCompleteStatisticsReq req) {
+        Map<Long, String> userId2Nickname = getUserIdToNicknameMap(req.getUserGroupId());
+        if (MapUtils.isEmpty(userId2Nickname)) {
+            return SdmResponse.success();
+        }
+
+        // 设置用户ID列表
+        Set<Long> userIds = new HashSet<>();
+        if (ObjectUtils.isEmpty(req.getUserId())) {
+            userIds = userId2Nickname.keySet();
+        } else {
+            userIds.add(req.getUserId());
+        }
+        req.setUserIds(userIds);
+
         List<UserGroupDifficultyVo> userGroupDifficultyStatistics = this.baseMapper.getUserGroupDifficultyStatistics(req);
 
         // 按用户分组统计任务状态
@@ -811,12 +851,12 @@ public class NodeServiceImpl extends ServiceImpl<SimulationNodeMapper, Simulatio
         // 统计每个用户的各种状态任务数量
         for (UserGroupDifficultyVo item : userGroupDifficultyStatistics) {
             Long userId = item.getUserId();
-            Float difficulty = item.getDifficulty();
+            Float difficulty = item.getDifficult();
             alldifficultyValue.add(difficulty);
 
             UserGroupDifficultyStatisticsVo userStat = userStatisticsMap.getOrDefault(userId, new UserGroupDifficultyStatisticsVo());
             userStat.setUserId(userId);
-            userStat.setUserName(item.getNickname());
+            userStat.setUserName(userId2Nickname.getOrDefault(userId, "Unknown User"));
 
             Map<Float, Integer> statusCount = userStat.getDifficultyCount();
             if (statusCount == null) {
@@ -843,7 +883,7 @@ public class NodeServiceImpl extends ServiceImpl<SimulationNodeMapper, Simulatio
         // 所有任务执行状态
         Set<String> allExeStatus = new HashSet<>();
 
-        if ("task".equals(req.getQueryType())) {
+        if (NodeTypeEnum.TASK.getValue().equals(req.getQueryType())) {
             // 处理任务完成情况统计
             List<CommonGetCompleteFromTaskVo> commonCompleteStatisticsFromTask = this.baseMapper.getCommonCompleteStatisticsFromTask(req);
 
@@ -875,7 +915,7 @@ public class NodeServiceImpl extends ServiceImpl<SimulationNodeMapper, Simulatio
             resultResponse.put("allExeStatus", allExeStatus);
             resultResponse.put("result", taskResult);
             return SdmResponse.success(resultResponse);
-        } else if ("performance".equals(req.getQueryType())) {
+        } else if (NodeTypeEnum.PERFORMANCE.getValue().equals(req.getQueryType())) {
             // 处理指标完成情况统计
             List<CommonGetCompleteFromPerformanceVo> commonCompleteStatisticsFromPerformance = this.baseMapper.getCommonCompleteStatisticsFromPerformance(req);
 
diff --git a/project/src/main/resources/application-local.yml b/project/src/main/resources/application-local.yml
index f1c18b9b..2fc986d2 100644
--- a/project/src/main/resources/application-local.yml
+++ b/project/src/main/resources/application-local.yml
@@ -83,9 +83,7 @@ mybatis-plus:
       logic-delete-value: 0
 
 #showSql
-logging:
-  level:
-    com.sdm.dao: debug
+# MyBatis SQL日志通过logback.xml配置控制
 
 lombok:
   anyConstructor:
diff --git a/project/src/main/resources/logback.xml b/project/src/main/resources/logback.xml
index 56bc69d5..654863d2 100644
--- a/project/src/main/resources/logback.xml
+++ b/project/src/main/resources/logback.xml
@@ -59,6 +59,12 @@
         </filter>
     </appender>
 
+    <!-- 日志输出级别 -->
+    <root level="INFO">
+        <appender-ref ref="STDOUT" />
+        <appender-ref ref="FILE" />
+    </root>
+
     <!-- 绑定 FeignClient → 输出到日志文件 -->
     <logger name="FeignClient" level="INFO" additivity="false">
         <appender-ref ref="FILE" />
@@ -71,17 +77,39 @@
         <appender-ref ref="STDOUT" />    <!-- 同时输出到控制台（显示 CoreLogger） -->
     </logger>
 
-    <!-- 日志输出级别 -->
-    <root level="INFO">
-        <appender-ref ref="STDOUT" />
-        <appender-ref ref="FILE" />
-    </root>
+    <!-- MyBatis SQL语句输出配置 -->
+    <logger name="org.apache.ibatis" level="DEBUG"/>
+    <logger name="org.apache.ibatis.session.AutoMappingUnknownColumnBehavior" level="ERROR"/>
 
-    <!-- local环境使用DEBUG级别 -->
-    <springProfile name="local">
-        <root level="DEBUG">
-            <appender-ref ref="STDOUT" />
-            <appender-ref ref="FILE" />
-        </root>
-    </springProfile>
+    <!-- MyBatis SQL语句详细输出 -->
+    <logger name="org.apache.ibatis.logging" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc.BaseJdbcLogger" level="DEBUG"/>
+    <logger name="org.apache.ibatis.datasource" level="DEBUG"/>
+    <logger name="org.apache.ibatis.transaction" level="DEBUG"/>
+    <logger name="org.apache.ibatis.cache" level="DEBUG"/>
+
+    <logger name="org.mybatis" level="DEBUG"/>
+    <logger name="org.mybatis.spring" level="DEBUG"/>
+    <logger name="org.mybatis.spring.SqlSessionUtils" level="DEBUG"/>
+    <logger name="org.mybatis.spring.transaction" level="DEBUG"/>
+
+    <!-- MyBatis-Plus 相关日志配置 -->
+    <logger name="com.baomidou.mybatisplus" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisConfiguration" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisMapperRegistry" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.override.MybatisMapperProxy" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.spring" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.MybatisPlusProperties" level="DEBUG"/>
+
+    <logger name="java.sql" level="DEBUG"/>
+    <logger name="java.sql.Connection" level="DEBUG"/>
+    <logger name="java.sql.Statement" level="DEBUG"/>
+    <logger name="java.sql.PreparedStatement" level="DEBUG"/>
+    <logger name="java.sql.ResultSet" level="DEBUG"/>
+
+    <logger name="com.sdm.project" level="INFO"/>
+    <logger name="com.sdm.project.dao" level="DEBUG"/>
 </configuration>
\ No newline at end of file
diff --git a/project/src/main/resources/mapper/SimulationNodeMapper.xml b/project/src/main/resources/mapper/SimulationNodeMapper.xml
index 8231deca..801ca5eb 100644
--- a/project/src/main/resources/mapper/SimulationNodeMapper.xml
+++ b/project/src/main/resources/mapper/SimulationNodeMapper.xml
@@ -344,21 +344,17 @@
             parameterType="com.sdm.project.model.req.GetUserGroupTaskCompleteStatisticsReq"
             resultType="com.sdm.project.model.vo.UserGroupTaskCompleteVo">
         select task.exe_status as exeStatus,
-        task_member.user_id as userId,
-        su.nickname,
-        sur.groupId
+        task_member.user_id as userId
         from simulation_task task
         left join simulation_task_member task_member on task.uuid = task_member.task_id
-        LEFT JOIN sys_user su on task_member.user_id = su.id
-        left join sys_user_group_relation sur on sur.userId = su.id
         <where>
-            task_member.user_id is not null and sur.groupId is not null
-            <if test="req.userGroupId != null">
-                and sur.groupId = #{req.userGroupId}
-            </if>
-            <if test="req.userId != null">
-                and task_member.user_id = #{req.userId}
-            </if>
+            task_member.user_id in
+            (
+            <foreach collection='req.userIds' item='userId' index='index' separator=','>
+                #{userId}
+            </foreach>
+            )
+
             <if test="req.tag1 != null and req.tag1 !='' ">
                 and task.tag1 = #{req.tag1}
             </if>
@@ -397,21 +393,16 @@
             resultType="com.sdm.project.model.vo.UserGroupDifficultyVo">
         select
         task.difficult,
-        task_member.user_id as userId,
-        su.nickname,
-        sur.groupId
+        task_member.user_id as userId
         from simulation_task task
         left join simulation_task_member task_member on task.uuid = task_member.task_id
-        LEFT JOIN sys_user su on task_member.user_id = su.id
-        left join sys_user_group_relation sur on sur.userId = su.id
         <where>
-            task_member.user_id is not null and sur.groupId is not null
-            <if test="req.userGroupId != null">
-                and sur.groupId = #{req.userGroupId}
-            </if>
-            <if test="req.userId != null">
-                and task_member.user_id = #{req.userId}
-            </if>
+            task_member.user_id in
+            (
+            <foreach collection='req.userIds' item='userId' index='index' separator=','>
+                #{userId}
+            </foreach>
+            )
             <if test="req.tag1 != null and req.tag1 !='' ">
                 and task.tag1 = #{req.tag1}
             </if>
@@ -455,7 +446,9 @@
         from simulation_task task
         left join simulation_node node on task.${req.resultTagType} = node.uuid
         <where>
-            1=1 and task.exe_status is not null
+            1=1
+            and node.nodeName is not null and node.nodeName != ''
+            and task.exe_status is not null
             <if test="req.tag1 != null and req.tag1 !='' ">
                 and task.tag1 = #{req.tag1}
             </if>
@@ -501,6 +494,8 @@
         left join simulation_task task on performance.taskId = task.uuid
         left join simulation_node node on task.${req.resultTagType} = node.uuid
         <where>
+            node.nodeName is not null and node.nodeName != ''
+            and
             performance.completeStatus is not null
             <if test="req.tag1 != null and req.tag1 !='' ">
                 and task.tag1 = #{req.tag1}
@@ -545,7 +540,9 @@
         from simulation_task task
         left join simulation_node node on task.${req.resultTagType} = node.uuid
         <where>
-            1=1 and task.approval_status is not null
+            1=1
+            and node.nodeName is not null and node.nodeName != ''
+            and task.approval_status is not null
             <if test="req.tag1 != null and req.tag1 !='' ">
                 and task.tag1 = #{req.tag1}
             </if>
diff --git a/submit/src/main/resources/logback.xml b/submit/src/main/resources/logback.xml
index 8097f181..b235cae9 100644
--- a/submit/src/main/resources/logback.xml
+++ b/submit/src/main/resources/logback.xml
@@ -74,6 +74,13 @@
         </filter>
     </appender>
 
+    <!-- 全局root配置 -->
+    <root level="INFO">
+        <appender-ref ref="STDOUT" />
+        <appender-ref ref="INFO_FILE" />
+        <appender-ref ref="DEBUG_FILE" />
+    </root>
+
     <!-- 绑定 FeignClient → 输出到日志文件 -->
     <logger name="FeignClient" level="INFO" additivity="false">
         <appender-ref ref="INFO_FILE" />
@@ -86,10 +93,39 @@
         <appender-ref ref="STDOUT" />    <!-- 同时输出到控制台（显示 CoreLogger） -->
     </logger>
 
-    <!-- 全局root配置 -->
-    <root level="INFO">
-        <appender-ref ref="STDOUT" />
-        <appender-ref ref="INFO_FILE" />
-        <appender-ref ref="DEBUG_FILE" />
-    </root>
+    <!-- MyBatis SQL语句输出配置 -->
+    <logger name="org.apache.ibatis" level="DEBUG"/>
+    <logger name="org.apache.ibatis.session.AutoMappingUnknownColumnBehavior" level="ERROR"/>
+
+    <!-- MyBatis SQL语句详细输出 -->
+    <logger name="org.apache.ibatis.logging" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc.BaseJdbcLogger" level="DEBUG"/>
+    <logger name="org.apache.ibatis.datasource" level="DEBUG"/>
+    <logger name="org.apache.ibatis.transaction" level="DEBUG"/>
+    <logger name="org.apache.ibatis.cache" level="DEBUG"/>
+
+    <logger name="org.mybatis" level="DEBUG"/>
+    <logger name="org.mybatis.spring" level="DEBUG"/>
+    <logger name="org.mybatis.spring.SqlSessionUtils" level="DEBUG"/>
+    <logger name="org.mybatis.spring.transaction" level="DEBUG"/>
+
+    <!-- MyBatis-Plus 相关日志配置 -->
+    <logger name="com.baomidou.mybatisplus" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisConfiguration" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisMapperRegistry" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.override.MybatisMapperProxy" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.spring" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.MybatisPlusProperties" level="DEBUG"/>
+
+    <logger name="java.sql" level="DEBUG"/>
+    <logger name="java.sql.Connection" level="DEBUG"/>
+    <logger name="java.sql.Statement" level="DEBUG"/>
+    <logger name="java.sql.PreparedStatement" level="DEBUG"/>
+    <logger name="java.sql.ResultSet" level="DEBUG"/>
+
+    <logger name="com.sdm.project" level="INFO"/>
+    <logger name="com.sdm.project.dao" level="DEBUG"/>
 </configuration>
\ No newline at end of file
diff --git a/system/src/main/resources/logback.xml b/system/src/main/resources/logback.xml
index ef70e6e2..b98e38de 100644
--- a/system/src/main/resources/logback.xml
+++ b/system/src/main/resources/logback.xml
@@ -63,6 +63,12 @@
         </filter>
     </appender>
 
+    <!-- 日志输出级别 -->
+    <root level="INFO">
+        <appender-ref ref="STDOUT" />
+        <appender-ref ref="FILE" />
+    </root>
+
     <!-- 绑定 FeignClient → 输出到日志文件 -->
     <logger name="FeignClient" level="INFO" additivity="false">
         <appender-ref ref="FILE" />
@@ -75,17 +81,39 @@
         <appender-ref ref="STDOUT" />    <!-- 同时输出到控制台（显示 CoreLogger） -->
     </logger>
 
-    <!-- 日志输出级别 -->
-    <root level="INFO">
-        <appender-ref ref="STDOUT" />
-        <appender-ref ref="FILE" />
-    </root>
+    <!-- MyBatis SQL语句输出配置 -->
+    <logger name="org.apache.ibatis" level="DEBUG"/>
+    <logger name="org.apache.ibatis.session.AutoMappingUnknownColumnBehavior" level="ERROR"/>
 
-    <!-- local环境使用DEBUG级别 -->
-    <springProfile name="local">
-        <root level="DEBUG">
-            <appender-ref ref="STDOUT" />
-            <appender-ref ref="FILE" />
-        </root>
-    </springProfile>
+    <!-- MyBatis SQL语句详细输出 -->
+    <logger name="org.apache.ibatis.logging" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc.BaseJdbcLogger" level="DEBUG"/>
+    <logger name="org.apache.ibatis.datasource" level="DEBUG"/>
+    <logger name="org.apache.ibatis.transaction" level="DEBUG"/>
+    <logger name="org.apache.ibatis.cache" level="DEBUG"/>
+
+    <logger name="org.mybatis" level="DEBUG"/>
+    <logger name="org.mybatis.spring" level="DEBUG"/>
+    <logger name="org.mybatis.spring.SqlSessionUtils" level="DEBUG"/>
+    <logger name="org.mybatis.spring.transaction" level="DEBUG"/>
+
+    <!-- MyBatis-Plus 相关日志配置 -->
+    <logger name="com.baomidou.mybatisplus" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisConfiguration" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisMapperRegistry" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.override.MybatisMapperProxy" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.spring" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.MybatisPlusProperties" level="DEBUG"/>
+
+    <logger name="java.sql" level="DEBUG"/>
+    <logger name="java.sql.Connection" level="DEBUG"/>
+    <logger name="java.sql.Statement" level="DEBUG"/>
+    <logger name="java.sql.PreparedStatement" level="DEBUG"/>
+    <logger name="java.sql.ResultSet" level="DEBUG"/>
+
+    <logger name="com.sdm.project" level="INFO"/>
+    <logger name="com.sdm.project.dao" level="DEBUG"/>
 </configuration>
\ No newline at end of file
diff --git a/task/src/main/resources/logback.xml b/task/src/main/resources/logback.xml
index c2b020f1..78413dce 100644
--- a/task/src/main/resources/logback.xml
+++ b/task/src/main/resources/logback.xml
@@ -63,6 +63,12 @@
         </filter>
     </appender>
 
+    <!-- 日志输出级别 -->
+    <root level="INFO">
+        <appender-ref ref="STDOUT" />
+        <appender-ref ref="FILE" />
+    </root>
+
     <!-- 绑定 FeignClient → 输出到日志文件 -->
     <logger name="FeignClient" level="INFO" additivity="false">
         <appender-ref ref="FILE" />
@@ -75,17 +81,41 @@
         <appender-ref ref="STDOUT" />    <!-- 同时输出到控制台（显示 CoreLogger） -->
     </logger>
 
-    <!-- 日志输出级别 -->
-    <root level="INFO">
-        <appender-ref ref="STDOUT" />
-        <appender-ref ref="FILE" />
-    </root>
 
-    <!-- local环境使用DEBUG级别 -->
-    <springProfile name="local">
-        <root level="DEBUG">
-            <appender-ref ref="STDOUT" />
-            <appender-ref ref="FILE" />
-        </root>
-    </springProfile>
+    <!-- MyBatis SQL语句输出配置 -->
+    <logger name="org.apache.ibatis" level="DEBUG"/>
+    <logger name="org.apache.ibatis.session.AutoMappingUnknownColumnBehavior" level="ERROR"/>
+
+    <!-- MyBatis SQL语句详细输出 -->
+    <logger name="org.apache.ibatis.logging" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc" level="DEBUG"/>
+    <logger name="org.apache.ibatis.logging.jdbc.BaseJdbcLogger" level="DEBUG"/>
+    <logger name="org.apache.ibatis.datasource" level="DEBUG"/>
+    <logger name="org.apache.ibatis.transaction" level="DEBUG"/>
+    <logger name="org.apache.ibatis.cache" level="DEBUG"/>
+
+    <logger name="org.mybatis" level="DEBUG"/>
+    <logger name="org.mybatis.spring" level="DEBUG"/>
+    <logger name="org.mybatis.spring.SqlSessionUtils" level="DEBUG"/>
+    <logger name="org.mybatis.spring.transaction" level="DEBUG"/>
+
+    <!-- MyBatis-Plus 相关日志配置 -->
+    <logger name="com.baomidou.mybatisplus" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisConfiguration" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.MybatisMapperRegistry" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.core.override.MybatisMapperProxy" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.spring" level="DEBUG"/>
+    <logger name="com.baomidou.mybatisplus.extension.MybatisPlusProperties" level="DEBUG"/>
+
+    <logger name="java.sql" level="DEBUG"/>
+    <logger name="java.sql.Connection" level="DEBUG"/>
+    <logger name="java.sql.Statement" level="DEBUG"/>
+    <logger name="java.sql.PreparedStatement" level="DEBUG"/>
+    <logger name="java.sql.ResultSet" level="DEBUG"/>
+
+    <logger name="com.sdm.project" level="INFO"/>
+    <logger name="com.sdm.project.dao" level="DEBUG"/>
+
 </configuration>
\ No newline at end of file