chore: delete load data function

需要全部自己实现😋

public/challenge/knn/main.py

@@ -91,16 +91,6 @@ def evaluate_knn(
         return 0.0
 
 
-def load_data(file_path):
-    """
-    加载 TSV 格式数据文件。
-    """
-    data = np.loadtxt(file_path, delimiter="\t")
-    features = data[:, :-1]
-    labels = data[:, -1].astype(int)
-    return features, labels
-
-
 def upload_score(name, id, score_data):
     """
     上传成绩到服务器。
@@ -135,23 +125,33 @@ def upload_score(name, id, score_data):
 def main(name, id):
     user_code_file = "function.py"  # 代码文件
     user_function_name = "classify0"  # KNN 函数名
+    user_load_data_functionname = "load_data"  # 加载数据函数名
 
     # 加载训练集和测试集
     train_file = "datingTrainSet2.tsv"
     test_file = "datingTestSet2.tsv"
 
-    train_data, train_labels = load_data(train_file)
-    test_data, test_labels = load_data(test_file)
-
     # 加载自定义函数
     log_details = []
     try:
         user_func = load_user_function(user_code_file, user_function_name)
+        user_load_data_func = load_user_function(
+            user_code_file, user_load_data_functionname
+        )
     except Exception as e:
         log_details.append(f"加载自定义函数时出错: {e}")
         print("\n".join(log_details))
         return
 
+    try:
+        train_data, train_labels = user_load_data_func(train_file)
+        test_data, test_labels = user_load_data_func(test_file)
+    except Exception as e:
+        print(f"加载数据集时出错: {e}")
+        print("请检查 load_dataset 函数是否正确！")
+        print("本次评测无效，记录不做提交！")
+        return
+
     # 记录评估时间
     start_time = time.time()
 

public/experiment/knn/main.py

@@ -90,16 +90,6 @@ def evaluate_knn(
         return 0.0
 
 
-# def load_data(file_path):
-#     """
-#     加载 TSV 格式数据文件。
-#     """
-#     data = np.loadtxt(file_path, delimiter="\t")
-#     features = data[:, :-1]
-#     labels = data[:, -1].astype(int)
-#     return features, labels
-
-
 def upload_score(name, id, score_data):
     """
     上传成绩到服务器。