diff --git a/src/main/java/com/sztzjy/marketing/controller/stu/StuPythonController.java b/src/main/java/com/sztzjy/marketing/controller/stu/StuPythonController.java
index ce9079c..7fd9df3 100644
--- a/src/main/java/com/sztzjy/marketing/controller/stu/StuPythonController.java
+++ b/src/main/java/com/sztzjy/marketing/controller/stu/StuPythonController.java
@@ -1,9 +1,11 @@
 package com.sztzjy.marketing.controller.stu;
 
 import cn.hutool.core.util.IdUtil;
+import com.alibaba.fastjson.JSON;
 import com.alibaba.fastjson.JSONObject;
 import com.sztzjy.marketing.annotation.AnonymousAccess;
 import com.sztzjy.marketing.entity.dto.SentimentAnalyDTO;
+import com.sztzjy.marketing.qianfan.util.Json;
 import com.sztzjy.marketing.util.ResultEntity;
 import io.swagger.annotations.Api;
 import io.swagger.annotations.ApiOperation;
@@ -14,6 +16,8 @@ import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
 import java.io.*;
+import java.util.List;
+import java.util.Map;
 
 
 @RestController
@@ -25,7 +29,7 @@ public class StuPythonController {
     @ApiOperation("情感分析")
     @AnonymousAccess
     public ResultEntity validatePythonCode(@RequestBody JSONObject text) {
-        System.out.println(text);
+      //  System.out.println(text);
         String testText = text.getString("text");
         String code = "from sentiment import Sentiment\n" +
                 "\n" +
@@ -44,11 +48,11 @@ public class StuPythonController {
         // 替换代码中的 test_text 为实际的 testText
         String updatedCode = code.replace("'有什么我真的很无助，我真的不知道说你什么好'", "'" + testText + "'");
 
-        System.out.println(updatedCode);
+        //System.out.println(updatedCode);
         try {
             String s = IdUtil.simpleUUID();
             String tempPythonFile = "/usr/local/tianzeProject/digitalMarketing/cnsenti/cnsenti/" + s + ".py";
-            System.out.println("文件是多少多少:"+tempPythonFile);
+
             File file1 = new File(tempPythonFile);
 
             // 确保父目录存在
@@ -79,7 +83,7 @@ public class StuPythonController {
             try (PrintWriter out = new PrintWriter(file1)) {
                 out.println(updatedCode);
             }
-            System.out.println("文件路径为1111111111:"+tempPythonFile);
+
 
             // 确认 Docker 命令
             String[] command = {"docker", "exec", "pyexe", "python", tempPythonFile};
@@ -106,21 +110,28 @@ public class StuPythonController {
             // 等待进程执行完成
             int exitCode = process.waitFor();
             if (exitCode == 0) {
-                JSONObject jsonObject = new JSONObject(Boolean.parseBoolean(output.toString()));
-
-                // 访问JSON对象的属性
-                String pos = jsonObject.getString("pos");
-                String neg = jsonObject.getString("neg");
+                String outputStr = output.toString().trim();
+                // 使用正则表达式替换 np.float64(...) 为其内部的值
+                if (outputStr.contains("np.float64")){
+                    outputStr = outputStr.replaceAll("np\\.float64\\(([0-9\\.]+)\\)", "$1");
+                }else if (outputStr.contains("np.int64")){
+                    outputStr = outputStr.replaceAll("np\\.int64\\(([0-9\\.]+)\\)", "$1");
+                }
 
-                SentimentAnalyDTO sentimentAnalyDTO=new SentimentAnalyDTO();
-                sentimentAnalyDTO.setPos(pos);
-                sentimentAnalyDTO.setNeg(neg);
+                Map<String,Object> parse = JSONObject.parseObject(outputStr, Map.class);
+                Object posStr = parse.get("pos");
+                Object negStr = parse.get("neg");
 
+                SentimentAnalyDTO sentimentAnalyDTO = new SentimentAnalyDTO();
+                sentimentAnalyDTO.setPos(posStr.toString());
+                sentimentAnalyDTO.setNeg(negStr.toString());
 
-                System.out.println("Python code output:\n" + output.toString());
+               // System.out.println("Python code output:\n" + output.toString());
                 return new ResultEntity(HttpStatus.OK, sentimentAnalyDTO);
+
+
             } else {
-                System.err.println("Error executing Python code:\n" + errors.toString());
+              //  System.err.println("Error executing Python code:\n" + errors.toString());
                 return new ResultEntity(HttpStatus.INTERNAL_SERVER_ERROR, errors.toString());
             }
         } catch (IOException | InterruptedException e) {
@@ -128,4 +139,6 @@ public class StuPythonController {
             return new ResultEntity<>(HttpStatus.INTERNAL_SERVER_ERROR);
         }
     }
+
+
 }