update

pipline_test/trace_test.py

@@ -0,0 +1,107 @@
+import os
+import random  # 新增：导入 random 模块用于随机采样
+from display_result import show_to_pr as sp
+import numpy as np
+
+
+def extract_process_data_from_subfolders(root_path, shuffle=False):
+    """
+    从指定路径下的每个子文件夹中提取 process.data 文件的内容，并与子文件夹名称建立对应关系。
+    如果 shuffle 为 True，则随机从 root_path 中选择 65 个子文件夹。
+    """
+    # 存储子文件夹名称与 process.data 文件内容的对应关系
+    result = {}
+
+    # 获取所有子文件夹路径
+    subfolders = [folder for folder in os.listdir(root_path) if os.path.isdir(os.path.join(root_path, folder))]
+
+    # 如果 shuffle 为 True，则随机选择 65 个子文件夹
+    if shuffle and len(subfolders) > 114:
+        subfolders = random.sample(subfolders, 114)
+
+    # 遍历指定路径下的所有子文件夹
+    for folder_name in subfolders:
+        folder_path = os.path.join(root_path, folder_name)
+        if "process.data" in os.listdir(folder_path):
+            file_path = os.path.join(folder_path, "process.data")
+
+            try:
+                # 读取 process.data 文件内容
+                with open(file_path, 'r', encoding='utf-8') as file:
+                    full_content = file.read()
+
+                # 提取 "gift identify result:" 后的内容
+                if "gift identify result:" in full_content:
+                    # content = full_content.split("gift identify result:", 1)[1].strip()
+                    # content = content.replace('\n', '')
+                    # content = content.split("select back tracking feats index:", 1)[0].strip()
+                    # # 去掉 content 中的换行符
+                    # content = content.replace('\n', '')
+
+                    content = \
+                    full_content.split('gift identify result:', 1)[1].split('select back tracking feats index:')[
+                        0].replace('\n', '')
+
+                    # 新增：去掉逗号后面的空格
+                    content = content.replace(', ', ',')
+
+                    # 新增：将 content 以逗号为分隔符分成若干组
+                    groups = content.split(',')
+
+                    # 修改：以空格为分隔符取每组的前一个字符，并转成列表，同时去掉空字符串并转换为整数
+                    result_list = [float(group.split(' ')[0]) for group in groups if group.split(' ')[0]]
+                    result_list = sorted(result_list, reverse=True)
+
+                    # if shuffle and result_list and result_list[0] > 0.68:
+                    #     continue
+
+                    # 将结果列表存入字典
+                    result[os.path.basename(folder_path)] = result_list
+                else:
+                    print(f"文件中未找到 'gift identify result:' 标记: {file_path}")
+                    continue
+            except Exception as e:
+                print(f"读取文件失败: {file_path}, 错误信息: {e}")
+        if len(result) >= 113:
+            break
+    print(result)
+    return result
+
+
+def estimate(data_list, type=None):
+    number = round(len(data_list) * 0.2)
+    if number > 0:
+        if type == 0:
+            result = round(sum(data_list[:number]) / number, 2)  # 修改：使用 round() 函数保留小数点后两位
+        elif type == 1:
+            result = data_list
+        return result
+    else:
+        return 0
+
+
+def deal_with_process_data(gift_data_dict, comm_data_dict):
+    targets = []
+    outputs = []
+    type = 1  # type 0:qu
+    for gift, comm, gift_evnt_name, comm_evnt_name in zip(gift_data_dict.values(), comm_data_dict.values(),
+                                                          gift_data_dict.keys(), comm_data_dict.keys()):
+        outputs += [estimate(gift, type), estimate(comm, type)]
+        targets += [1, 0]
+    # print(outputs, targets)
+    if type == 0:
+        sp(np.array(targets), np.array(outputs), type)
+    elif type == 1:
+        sp(np.array(targets), outputs, type)
+
+
+# 调用函数并打印结果
+if __name__ == "__main__":
+    # 指定根路径
+    gift_path = "/testDataAndLogs/测试视频数据以及日志/全实时_YoloV10s/赠品测试/正样本"
+    comm_path = "/testDataAndLogs/测试视频数据以及日志/全实时_YoloV10s/赠品测试/负样本"
+
+    # 提取 process.data 文件内容
+    gift_data_dict = extract_process_data_from_subfolders(gift_path, shuffle=False)  # 修改：新增 shuffle 参数
+    comm_data_dict = extract_process_data_from_subfolders(comm_path, shuffle=True)  # 修改：新增 shuffle 参数
+    deal_with_process_data(gift_data_dict, comm_data_dict)