diff --git a/src/main/java/com/sztzjy/financial_bigdata/controller/stu/JupyterController.java b/src/main/java/com/sztzjy/financial_bigdata/controller/stu/JupyterController.java
index 6c70ccc..071e120 100644
--- a/src/main/java/com/sztzjy/financial_bigdata/controller/stu/JupyterController.java
+++ b/src/main/java/com/sztzjy/financial_bigdata/controller/stu/JupyterController.java
@@ -55,7 +55,6 @@ public class JupyterController {
         } else {
             pythonCode = pythonCodeUp;
         }
-        System.out.println("替换dataResource之后的===================:"+pythonCode);
         if (pythonCode.contains("show")) {
 
             // 创建一个新的 JSONObject
@@ -70,8 +69,6 @@ public class JupyterController {
             // 写入临时Python文件
             String tempPythonFile = "/usr/local/tianzeProject/financial_bigdata_total/py/code/" + s + ".py";
 
-            
-
             try (PrintWriter out = new PrintWriter(tempPythonFile)) {
                 out.println(pythonCode);
             }
@@ -110,7 +107,6 @@ public class JupyterController {
 
             if (exitCode == 0) {
                 // 执行成功，输出Python代码的结果
-                System.out.println("Python code output:\n" + output.toString());
                 return new ResultEntity(HttpStatus.OK, output.toString());
             } else {
                 // 执行失败，输出错误信息
@@ -130,7 +126,6 @@ public class JupyterController {
     public ResultEntity validatePythonCodePhoto(@RequestBody JSONObject upCodeJson) {
 
 
-        System.out.println(upCodeJson);
 
         String pythonCode = upCodeJson.getString("code");
 
@@ -147,7 +142,6 @@ public class JupyterController {
             // 输出流示例
             PrintWriter out = null;
 
-            //============
             if (pythonCode.contains("show")) {
                 // 将 pythonCode 按行拆分
                 String[] lines = pythonCode.split("\\r?\\n");
@@ -164,33 +158,31 @@ public class JupyterController {
                     String imgPathv = IdUtil.simpleUUID();
                     String plotFile = pyPath + imgPathv + ".png";
 
+                    // 获取当前行的缩进
+                    String indent = lines[i].substring(0, lines[i].indexOf(lines[i].trim()));
+
                     // 处理最后一行的情况，确保不重复插入 plt.savefig()
                     if (i == length - 1 && lines[i].contains("plt.show()")) {
-                        out.println("plt.savefig('" + plotFile + "')");
-                        out.println(lines[i]);
-
+                        out.println(indent + "plt.savefig('" + plotFile + "')"); // 插入保存语句并保持缩进
+                        out.println(lines[i]);   // 输出原有 plt.show()
 
                         stringList.add(pyPath + imgPathv + ".png");
-                        System.out.println("保存图片路径：" + pyPath + imgPathv + ".png");
 
                         continue;
                     }
 
                     // 判断是否为 plt.show() 相关的语句
-                    if (lines[i].contains("plt.show()")&&i != length - 1) {
-
-                        out.println("plt.savefig('" + plotFile + "')");
+                    if (lines[i].contains("plt.show()") && i != length - 1) {
+                        out.println(indent + "plt.savefig('" + plotFile + "')"); // 保持缩进
                         stringList.add(pyPath + imgPathv + ".png");
-                        System.out.println("保存图片路径：" + pyPath + imgPathv + ".png");
                     }
 
                     // 在 plt.savefig() 之后输出原来的 plt.show() 语句
                     out.println(lines[i]);
                 }
-                System.out.println("数据写入完成:"+stringList);
-
                 out.close();
-            }
+
+        }
 
             String[] command = {"docker", "exec", "pyexe", "python", pyCode + s + ".py"};
             // 创建一个新的进程来执行Python代码
@@ -222,11 +214,9 @@ public class JupyterController {
 
             // 等待进程执行完成
             int exitCode = process.waitFor();
-            System.out.println("代码运行结束！！");
+
             if (exitCode == 0) {
                 // 执行成功，输出Python代码的结果
-                System.out.println("Python code output:\n" + output.toString());
-
 
                 String base64Image = "";
                 List<String> base64ImageList = new ArrayList<>();
@@ -237,7 +227,6 @@ public class JupyterController {
                         // 读取图片文件并转换为Base64字符串
                         ByteArrayOutputStream baos = new ByteArrayOutputStream();
 
-                        System.out.println("读取的stringList文件：" + stringList.get(i));
 
                         try (FileInputStream fis = new FileInputStream(stringList.get(i))) {
                             byte[] buffer = new byte[1024];
@@ -245,7 +234,7 @@ public class JupyterController {
                             while ((len = fis.read(buffer)) != -1) {
                                 baos.write(buffer, 0, len);
                             }
-                            System.out.println("图片读取成功！！！！");
+
                         }
                         base64Image = Base64.encodeBase64String(baos.toByteArray());
                         base64ImageList.add(base64Image);