diff --git a/src/main/java/com/dsideal/base/AI/TestMax32K.java b/src/main/java/com/dsideal/base/AI/TestMax32K.java
index c9bdf935..46c35435 100644
--- a/src/main/java/com/dsideal/base/AI/TestMax32K.java
+++ b/src/main/java/com/dsideal/base/AI/TestMax32K.java
@@ -32,8 +32,8 @@ public class TestMax32K {
     /**
      * 分割过大的单表数据
      */
-    private static List<String> splitLargeTable(String tableName, Set<String> fieldNames, 
-                                               List<Record> allTableData, int maxSize) {
+    private static List<String> splitLargeTable(Set<String> fieldNames,
+                                                List<Record> allTableData, int maxSize) {
         List<String> chunks = new ArrayList<>();
         StringBuilder currentTableChunk = new StringBuilder();
         
@@ -57,7 +57,7 @@ public class TestMax32K {
             
             // 检查是否超过限制
             if (currentTableChunk.length() + rowData.length() > maxSize) {
-                if (currentTableChunk.length() > 0) {
+                if (!currentTableChunk.isEmpty()) {
                     chunks.add(currentTableChunk.toString());
                     currentTableChunk = new StringBuilder();
                 }
@@ -65,22 +65,13 @@ public class TestMax32K {
             currentTableChunk.append(rowData);
         }
         
-        if (currentTableChunk.length() > 0) {
+        if (!currentTableChunk.isEmpty()) {
             chunks.add(currentTableChunk.toString());
         }
         
         return chunks;
     }
-    
-    /**
-     * 获取分块数据的方法（可供其他类调用）
-     */
-    public static String[] getDataChunks() {
-        // 这里可以将main方法中的逻辑提取出来，返回分块数据
-        // 为了简化，这里只是示例
-        return new String[]{"示例数据块1", "示例数据块2"};
-    }
-    
+
     public static String generateComprehensiveReport() {
         LocalMysqlConnectUtil.Init();
     
@@ -254,7 +245,7 @@ public class TestMax32K {
                     
                     // 如果单个表数据超过限制，需要进一步分割
                     if (tableDataStr.length() > MAX_CHUNK_SIZE - header.length()) {
-                        List<String> tableChunks = splitLargeTable(tableName, fieldNames, allTableData, MAX_CHUNK_SIZE - header.length());
+                        List<String> tableChunks = splitLargeTable(fieldNames, allTableData, MAX_CHUNK_SIZE - header.length());
                         for (int i = 0; i < tableChunks.size(); i++) {
                             StringBuilder chunkBuilder = new StringBuilder();
                             chunkBuilder.append(header);