diff --git a/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/ActiveLearnServiceImpl.java b/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/ActiveLearnServiceImpl.java
index 1a00356a..044df3b0 100644
--- a/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/ActiveLearnServiceImpl.java
+++ b/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/ActiveLearnServiceImpl.java
@@ -157,6 +157,11 @@ public class ActiveLearnServiceImpl implements ActiveLearnService {
                     throw new RuntimeException("转换流水线失败");
                 }
                 Map<String, Object> converMap = JsonUtils.jsonToMap(convertRes);
+                String convertResData = (String) converMap.get("data");
+                if (StringUtils.isEmpty(convertResData)) {
+                    throw new RuntimeException("转换流水线失败");
+                }
+
                 // 组装运行接口json
                 Map<String, Object> output = (Map<String, Object>) converMap.get("output");
                 Map<String, Object> runReqMap = new HashMap<>();
diff --git a/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/ExperimentServiceImpl.java b/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/ExperimentServiceImpl.java
index 96193527..01227f7d 100644
--- a/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/ExperimentServiceImpl.java
+++ b/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/ExperimentServiceImpl.java
@@ -237,6 +237,10 @@ public class ExperimentServiceImpl implements ExperimentService {
                 throw new Exception("转换流水线失败");
             }
             Map<String, Object> converMap = JsonUtils.jsonToMap(convertRes);
+            String convertResData = (String) converMap.get("data");
+            if (StringUtils.isEmpty(convertResData)) {
+                throw new RuntimeException("转换流水线失败");
+            }
 
             // 判断积分和资源是否足够
             Map<String, Map<String, Object>> resourceInfo = (Map<String, Map<String, Object>>) converMap.get("resource_info");
diff --git a/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/MachineLearnServiceImpl.java b/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/MachineLearnServiceImpl.java
index dc803c63..55759a9f 100644
--- a/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/MachineLearnServiceImpl.java
+++ b/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/MachineLearnServiceImpl.java
@@ -165,6 +165,13 @@ public class MachineLearnServiceImpl implements MachineLearnService {
             if (convertRes == null || StringUtils.isEmpty(convertRes)) {
                 throw new RuntimeException("转换流水线失败");
             }
+
+            Map<String, Object> convertResMap = JsonUtils.jsonToMap(convertRes);
+            String convertResData = (String) convertResMap.get("data");
+            if (StringUtils.isEmpty(convertResData)) {
+                throw new RuntimeException("转换流水线失败");
+            }
+
             Map<String, Object> converMap = JsonUtils.jsonToMap(convertRes);
             // 组装运行接口json
             Map<String, Object> output = (Map<String, Object>) converMap.get("output");
diff --git a/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/RayServiceImpl.java b/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/RayServiceImpl.java
index e40acbe0..cbdb53c7 100644
--- a/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/RayServiceImpl.java
+++ b/ruoyi-modules/management-platform/src/main/java/com/ruoyi/platform/service/impl/RayServiceImpl.java
@@ -175,7 +175,13 @@ public class RayServiceImpl implements RayService {
                 if (convertRes == null || StringUtils.isEmpty(convertRes)) {
                     throw new RuntimeException("转换流水线失败");
                 }
+
                 Map<String, Object> converMap = JsonUtils.jsonToMap(convertRes);
+                String convertResData = (String) converMap.get("data");
+                if (StringUtils.isEmpty(convertResData)) {
+                    throw new RuntimeException("转换流水线失败");
+                }
+
                 // 组装运行接口json
                 Map<String, Object> output = (Map<String, Object>) converMap.get("output");
                 Map<String, Object> runReqMap = new HashMap<>();