deal_allytree.py

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)