import json def read_json(file_path): with open(file_path, 'r', encoding='utf-8') as file: data = json.load(file) return data def write_json(file_path, data): with open(file_path, 'w', encoding='utf-8') as file: json.dump(data, file, ensure_ascii=False, indent=4) data = read_json('/inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/wangbaode/NIPS_2025/Agent/Dataset/android_env/intermediate_data_8k.json') def parse_node(node, nodes, depth=0, parent_bounds=None): # 提取节点信息 class_name = node.get("className", "Unknown") # 获取 viewIdResourceName 并简化输出,只保留资源名部分 view_id = node.get("viewIdResourceName", "") simplified_view_id = view_id.split(":")[-1] if view_id else "" simplified_view_id = ' '.join(simplified_view_id.split('_')) simplified_view_id = simplified_view_id.replace('id/','') bounds = node.get("boundsInScreen", {}) # 简化 Bounds 表示 bounds_str = f"[{bounds.get('left', 0)}, {bounds.get('top', 0)}, {bounds.get('right', 0)}, {bounds.get('bottom', 0)}]" # 如果与父节点相同,不显示 Bounds,避免重复 if parent_bounds and bounds == parent_bounds: bounds_str = "" # 构造当前节点的字符串,只保留简化后的视图ID node_str = f"{' ' * depth}└── {simplified_view_id} {f'({bounds_str})' if bounds_str else ''}" # 查找子节点并递归解析 children_str = "" if "childIds" in node: children = [child for child in nodes if 'uniqueId' in child and child['uniqueId'] in node['childIds']] for child in children: children_str += "\n" + parse_node(child, nodes, depth + 1, bounds) return node_str + children_str def parse_tree(window_data): # 获取树的根节点(Window信息) window_info = window_data['windows'][0] window_type = window_info.get('windowType', 'Unknown') root_node_str = f"Window ({window_type})" nodes = window_info['tree']['nodes'] root_node_str += "\n" + parse_node(nodes[0], nodes, 1) return root_node_str json_dict = json.loads(data[0]['accessibility_trees'][0]) # 调用函数生成树形结构 tree_output = parse_tree(json_dict) # # 输出树形结构 # print(tree_output) from tqdm import tqdm for i in tqdm(data): accessibility_trees = [] for trees in i['accessibility_trees']: if len(trees) < 20: continue json_dict = json.loads(trees) tree_output = parse_tree(json_dict) # print(tree_output) accessibility_trees.append(tree_output) i['accessibility_trees'] = accessibility_trees write_json('/inspire/hdd/ws-ba572160-47f8-4ca1-984e-d6bcdeb95dbb/a100-maybe/wangbaode/NIPS_2025/Agent/Dataset/android_env/intermediate_data.json', data)