界面交互专用模型：GUI Plus

import os
import re
import json
import math
import time
import uuid
import pyautogui
import pyperclip
import dashscope
from PIL import Image

# ===================== 步骤1：System Prompt =====================

system_prompt = """# Tools

You may call one or more functions to assist with the user query.

You are provided with function signatures within <tools></tools> XML tags:
<tools>
{"type": "function", "function": {"name": "computer_use", "description": "Use a mouse and keyboard to interact with a computer, and take screenshots.\\n* This is an interface to a desktop GUI. You do not have access to a terminal or applications menu. You must click on desktop icons to start applications.\\n* Some applications may take time to start or process actions, so you may need to wait and take successive screenshots to see the results of your actions. E.g. if you click on Firefox and a window doesn't open, try wait and taking another screenshot.\\n* The screen's resolution is 1000x1000.\\n* Make sure to click any buttons, links, icons, etc with the cursor tip in the center of the element. Don't click boxes on their edges unless asked.", "parameters": {"properties": {"action": {"description": "The action to perform. The available actions are:\\n* `key`: Performs key down presses on the arguments passed in order, then performs key releases in reverse order.\\n* `type`: Type a string of text on the keyboard.\\n* `mouse_move`: Move the cursor to a specified (x, y) pixel coordinate on the screen.\\n* `left_click`: Click the left mouse button at a specified (x, y) pixel coordinate on the screen.\\n* `left_click_drag`: Click and drag the cursor to a specified (x, y) pixel coordinate on the screen.\\n* `right_click`: Click the right mouse button at a specified (x, y) pixel coordinate on the screen.\\n* `middle_click`: Click the middle mouse button at a specified (x, y) pixel coordinate on the screen.\\n* `double_click`: Double-click the left mouse button at a specified (x, y) pixel coordinate on the screen.\\n* `triple_click`: Triple-click the left mouse button at a specified (x, y) pixel coordinate on the screen (simulated as double-click since it's the closest action).\\n* `scroll`: Performs a scroll of the mouse scroll wheel.\\n* `hscroll`: Performs a horizontal scroll (mapped to regular scroll).\\n* `wait`: Wait specified seconds for the change to happen.\\n* `terminate`: Terminate the current task and report its completion status.\\n* `answer`: Answer a question.\\n* `interact`: Resolve the blocking window by interacting with the user.", "enum": ["key", "type", "mouse_move", "left_click", "left_click_drag", "right_click", "middle_click", "double_click", "triple_click", "scroll", "hscroll", "wait", "terminate", "answer", "interact"], "type": "string"}, "keys": {"description": "Required only by `action=key`.", "type": "array"}, "text": {"description": "Required only by `action=type`, `action=answer` and `action=interact`.", "type": "string"}, "coordinate": {"description": "(x, y): The x (pixels from the left edge) and y (pixels from the top edge) coordinates to move the mouse to. Required only by `action=mouse_move` and `action=left_click_drag`.", "type": "array"}, "pixels": {"description": "The amount of scrolling to perform. Positive values scroll up, negative values scroll down. Required only by `action=scroll` and `action=hscroll`.", "type": "number"}, "time": {"description": "The seconds to wait. Required only by `action=wait`.", "type": "number"}, "status": {"description": "The status of the task. Required only by `action=terminate`.", "type": "string", "enum": ["success", "failure"]}}, "required": ["action"], "type": "object"}}}
</tools>

For each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:
<tool_call>
{"name": <function-name>, "arguments": <args-json-object>}
</tool_call>

# Response format

Response format for every step:
1) Action: a short imperative describing what to do in the UI.
2) A single <tool_call>...</tool_call> block containing only the JSON: {"name": <function-name>, "arguments": <args-json-object>}.

Rules:
- Output exactly in the order: Action, <tool_call>.
- Be brief: one for Action.
- Do not output anything else outside those two parts.
- If finishing, use action=terminate in the tool call."""

# ===================== 步骤2：构造多轮对话消息 =====================

def get_messages(image, instruction, history_output, system_prompt):
    history_n = 4
    current_step = len(history_output)

    history_start_idx = max(0, current_step - history_n)
    previous_actions = []
    for i in range(history_start_idx):
        if i < len(history_output):
            history_output_str = history_output[i]['output']
            if 'Action:' in history_output_str and '<tool_call>':
                history_output_str = history_output_str.split('Action:')[1].split('<tool_call>')[0].strip()
            previous_actions.append(f"Step {i + 1}: {history_output_str}")

    previous_actions_str = "\\n".join(previous_actions) if previous_actions else "None"

    instruction_prompt = f"""
      Please generate the next move according to the UI screenshot, instruction and previous actions.

      Instruction: {instruction}

      Previous actions:
      {previous_actions_str}"""

    messages = [{"role": "system", "content": [{"text": system_prompt}]}]

    history_len = min(history_n, len(history_output))
    if history_len > 0:
        for history_id, history_item in enumerate(history_output[-history_n:], 0):
            if history_id == 0:
                messages.append({
                    "role": "user",
                    "content": [
                        {"text": instruction_prompt},
                        {"image": "file://" + history_item['image']}
                    ]
                })
            else:
                messages.append({
                    "role": "user",
                    "content": [{"image": "file://" + history_item['image']}]
                })
            messages.append({
                "role": "assistant",
                "content": [{"text": history_item['output']}],
            })
        messages.append({
            "role": "user",
            "content": [{"image": "file://" + image}]
        })
    else:
        messages.append({
            "role": "user",
            "content": [
                {"text": instruction_prompt},
                {"image": "file://" + image}
            ]
        })
    return messages

# ===================== 步骤3：解析模型输出与坐标映射 =====================

def extract_tool_calls(text):
    pattern = re.compile(r'<tool_call>(.*?)</tool_call>', re.DOTALL | re.IGNORECASE)
    blocks = pattern.findall(text)
    actions = []
    for blk in blocks:
        blk = blk.strip()
        try:
            actions.append(json.loads(blk))
        except json.JSONDecodeError as e:
            print(f'解析失败: {e} | 片段: {blk[:80]}...')
    return actions

def smart_resize(height, width, factor=32, min_pixels=32*32*4, max_pixels=32*32*1280, max_long_side=8192):
    def round_by_factor(number, factor):
        return round(number / factor) * factor
    def ceil_by_factor(number, factor):
        return math.ceil(number / factor) * factor
    def floor_by_factor(number, factor):
        return math.floor(number / factor) * factor

    if height < 2 or width < 2:
        raise ValueError(f"height:{height} or width:{width} must be larger than factor:{factor}")
    elif max(height, width) / min(height, width) > 200:
        raise ValueError(f"absolute aspect ratio must be smaller than 200, got {height} / {width}")

    if max(height, width) > max_long_side:
        beta = max(height, width) / max_long_side
        height, width = int(height / beta), int(width / beta)

    h_bar = round_by_factor(height, factor)
    w_bar = round_by_factor(width, factor)

    if h_bar * w_bar > max_pixels:
        beta = math.sqrt((height * width) / max_pixels)
        h_bar = floor_by_factor(height / beta, factor)
        w_bar = floor_by_factor(width / beta, factor)
    elif h_bar * w_bar < min_pixels:
        beta = math.sqrt(min_pixels / (height * width))
        h_bar = ceil_by_factor(height * beta, factor)
        w_bar = ceil_by_factor(width * beta, factor)
    return h_bar, w_bar

# ===================== 步骤4：GUI 操作工具类 =====================

class ComputerTools:
    def __init__(self):
        self.image_info = None

    def load_image_info(self, path):
        width, height = Image.open(path).size
        self.image_info = (width, height)

    def get_screenshot(self, image_path, retry_times=3):
        if os.path.exists(image_path):
            os.remove(image_path)
        for i in range(retry_times):
            screenshot = pyautogui.screenshot()
            screenshot.save(image_path)
            if os.path.exists(image_path):
                self.load_image_info(image_path)
                return True
            else:
                time.sleep(0.1)
        return False

    def reset(self):
        pyautogui.hotkey('win', 'd')

    def press_key(self, keys):
        if isinstance(keys, list):
            cleaned_keys = []
            for key in keys:
                if isinstance(key, str):
                    if key.startswith("keys=["): key = key[6:]
                    if key.endswith("]"): key = key[:-1]
                    if key.startswith("['") or key.startswith('["'): key = key[2:] if len(key) > 2 else key
                    if key.endswith("']") or key.endswith('"]'): key = key[:-2] if len(key) > 2 else key
                    key = key.strip()
                    key_map = {"arrowleft": "left", "arrowright": "right", "arrowup": "up", "arrowdown": "down"}
                    key = key_map.get(key, key)
                    cleaned_keys.append(key)
                else:
                    cleaned_keys.append(key)
            keys = cleaned_keys
        else:
            keys = [keys]
        if len(keys) > 1:
            pyautogui.hotkey(*keys)
        else:
            pyautogui.press(keys[0])

    def type(self, text):
        pyperclip.copy(text)
        pyautogui.keyDown('ctrl')
        pyautogui.keyDown('v')
        pyautogui.keyUp('v')
        pyautogui.keyUp('ctrl')

    def mouse_move(self, x, y):
        pyautogui.moveTo(x, y)
        time.sleep(0.1)
        pyautogui.moveTo(x, y)

    def left_click(self, x, y):
        pyautogui.moveTo(x, y)
        time.sleep(0.1)
        pyautogui.click()

    def left_click_drag(self, x, y):
        pyautogui.dragTo(x, y, duration=0.5)
        pyautogui.moveTo(x, y)

    def right_click(self, x, y):
        pyautogui.moveTo(x, y)
        time.sleep(0.1)
        pyautogui.rightClick()

    def middle_click(self, x, y):
        pyautogui.moveTo(x, y)
        time.sleep(0.1)
        pyautogui.middleClick()

    def double_click(self, x, y):
        pyautogui.moveTo(x, y)
        time.sleep(0.1)
        pyautogui.doubleClick()

    def triple_click(self, x, y):
        pyautogui.moveTo(x, y)
        time.sleep(0.1)
        pyautogui.tripleClick()

    def scroll(self, pixels):
        pyautogui.scroll(pixels)

# ===================== 步骤5：完整自动化流程 =====================

def run_gui_automation(instruction, max_step=30):
    dashscope.api_key = os.getenv("DASHSCOPE_API_KEY")
    # 以下为华北2（北京）地域的URL，，调用时请将WorkspaceId替换为真实的业务空间ID
    dashscope.base_http_api_url = 'https://{WorkspaceId}.cn-beijing.maas.aliyuncs.com/api/v1'
    model_name = 'gui-plus-2026-02-26'

    computer_tools = ComputerTools()
    computer_tools.reset()

    output_dir = os.path.join(os.path.expanduser("~"), "Desktop", "gui_automation")
    os.makedirs(output_dir, exist_ok=True)

    history = []
    stop_flag = False
    session_id = str(uuid.uuid4())
    print('session_id ', session_id)

    print(f"[任务] {instruction}")
    print("=" * 60)

    for step_id in range(max_step):
        if stop_flag:
            break

        print(f"\n[步骤 {step_id + 1}]")

        screen_shot = os.path.join(output_dir, f'screenshot_{step_id}.png')
        computer_tools.get_screenshot(screen_shot)

        messages = get_messages(screen_shot, instruction, history, system_prompt)

        retry_time = 3
        for _ in range(retry_time):
            response = dashscope.MultiModalConversation.call(
                model=model_name,
                messages=messages,
                vl_high_resolution_images=True,
                headers={"x-dashscope-gui-session-id": session_id},
                stream=False
            )
            print(response['request_id'])
            try:
                output_text = response.output.choices[0].message.content[0]['text']
                break
            except Exception as e:
                print(response)
                print(e)
        else:
            raise Exception('retry_time out')
        print(f"[模型输出]\n{output_text}\n")

        action_list = extract_tool_calls(output_text)
        if not action_list:
            print("未提取到有效操作")
            break

        for action_id, action in enumerate(action_list):
            action_parameter = action['arguments']
            action_type = action_parameter['action']

            dummy_image = Image.open(screen_shot)
            resized_height, resized_width = smart_resize(
                dummy_image.height, dummy_image.width,
                factor=16, min_pixels=3136, max_pixels=1003520 * 200
            )

            for key in ['coordinate', 'coordinate1', 'coordinate2']:
                if key in action_parameter:
                    action_parameter[key][0] = int(action_parameter[key][0] / 1000 * resized_width)
                    action_parameter[key][1] = int(action_parameter[key][1] / 1000 * resized_height)

            if action_type in ['click', 'left_click']:
                computer_tools.left_click(action_parameter['coordinate'][0], action_parameter['coordinate'][1])
                print(f"✓ 左键点击 ({action_parameter['coordinate'][0]}, {action_parameter['coordinate'][1]})")
            elif action_type == 'mouse_move':
                computer_tools.mouse_move(action_parameter['coordinate'][0], action_parameter['coordinate'][1])
                print(f"✓ 移动鼠标")
            elif action_type == 'middle_click':
                computer_tools.middle_click(action_parameter['coordinate'][0], action_parameter['coordinate'][1])
                print(f"✓ 中键点击")
            elif action_type in ['right click', 'right_click']:
                computer_tools.right_click(action_parameter['coordinate'][0], action_parameter['coordinate'][1])
                print(f"✓ 右键点击")
            elif action_type in ['key', 'hotkey']:
                computer_tools.press_key(action_parameter['keys'])
                print(f"✓ 按键 {action_parameter['keys']}")
            elif action_type == 'type':
                computer_tools.type(action_parameter['text'])
                print(f"✓ 输入文本: {action_parameter['text']}")
            elif action_type == 'drag':
                computer_tools.left_click_drag(action_parameter['coordinate'][0], action_parameter['coordinate'][1])
                print(f"✓ 拖拽")
            elif action_type == 'scroll':
                if 'coordinate' in action_parameter:
                    computer_tools.mouse_move(action_parameter['coordinate'][0], action_parameter['coordinate'][1])
                computer_tools.scroll(action_parameter.get("pixels", 1))
                print(f"✓ 滚动 {action_parameter.get('pixels', 1)} 像素")
            elif action_type in ['computer_double_click', 'double_click']:
                computer_tools.double_click(action_parameter['coordinate'][0], action_parameter['coordinate'][1])
                print(f"✓ 双击")
            elif action_type == 'wait':
                time.sleep(action_parameter.get('time', 2))
                print(f"✓ 等待 {action_parameter.get('time', 2)} 秒")
            elif action_type == 'answer':
                print(f"✓ 任务完成: {action_parameter.get('text', '')}")
                stop_flag = True
                break
            elif action_type in ['stop', 'terminate', 'done']:
                print(f"✓ 任务终止: {action_parameter.get('status', 'success')}")
                stop_flag = True
                break
            else:
                print(f"未知操作类型: {action_type}")

        history.append({'output': output_text, 'image': screen_shot})
        time.sleep(2)

    print("\n" + "=" * 60)
    print(f"[完成] 共执行 {len(history)} 步")

if __name__ == '__main__':
    run_gui_automation(
        instruction='帮我打开chrome,在百度中搜索阿里巴巴',
        max_step=30
    )

import json, os, subprocess
import dashscope, time, math
from PIL import Image, ImageDraw
import shutil, requests
from datetime import datetime

mobile_system_prompt = '''# Tools
        You may call one or more functions to assist with the user query.

        You are provided with function signatures within <tools></tools> XML tags:
        <tools>
        {"type": "function", "function": {"name_for_human": "mobile_use", "name": "mobile_use", "description": "Use a touchscreen to interact with a mobile device, and take screenshots.
        * This is an interface to a mobile device with touchscreen. You can perform actions like clicking, typing, swiping, etc.
        * Some applications may take time to start or process actions, so you may need to wait and take successive screenshots to see the results of your actions.
        * The screen's resolution is 1000x1000.
        * Make sure to click any buttons, links, icons, etc with the cursor tip in the center of the element. Don't click boxes on their edges unless asked.", "parameters": {"properties": {"action": {"description": "The action to perform. The available actions are:
        * `key`: Perform a key event on the mobile device.
            - This supports adb's `keyevent` syntax.
            - Examples: "volume_up", "volume_down", "power", "camera", "clear".
        * `click`: Click the point on the screen with coordinate (x, y).
        * `long_press`: Press the point on the screen with coordinate (x, y) for specified seconds.
        * `swipe`: Swipe from the starting point with coordinate (x, y) to the end point with coordinates2 (x2, y2).
        * `type`: Input the specified text into the activated input box.
        * `system_button`: Press the system button.
        * `open`: Open an app on the device.
        * `wait`: Wait specified seconds for the change to happen.
        * `answer`: Terminate the current task and output the answer.
        * `interact`: Resolve the blocking window by interacting with the user.
        * `terminate`: Terminate the current task and report its completion status.", "enum": ["key", "click", "long_press", "swipe", "type", "system_button", "open", "wait", "answer", "interact", "terminate"], "type": "string"}, "coordinate": {"description": "(x, y): The x (pixels from the left edge) and y (pixels from the top edge) coordinates to move the mouse to. Required only by `action=click`, `action=long_press`, and `action=swipe`.", "type": "array"}, "coordinate2": {"description": "(x, y): The x (pixels from the left edge) and y (pixels from the top edge) coordinates to move the mouse to. Required only by `action=swipe`.", "type": "array"}, "text": {"description": "Required only by `action=key`, `action=type`, `action=open`, `action=answer`,and `action=interact`.", "type": "string"}, "time": {"description": "The seconds to wait. Required only by `action=long_press` and `action=wait`.", "type": "number"}, "button": {"description": "Back means returning to the previous interface, Home means returning to the desktop, Menu means opening the application background menu, and Enter means pressing the enter. Required only by `action=system_button`", "enum": ["Back", "Home", "Menu", "Enter"], "type": "string"}, "status": {"description": "The status of the task. Required only by `action=terminate`.", "type": "string", "enum": ["success", "failure"]}}, "required": ["action"], "type": "object"}, "args_format": "Format the arguments as a JSON object."}}
        </tools>

        For each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:
        <tool_call>
        {"name": <function-name>, "arguments": <args-json-object>}
        </tool_call>

        # Response format

        Response format for every step:
        1) Action: a short imperative describing what to do in the UI.
        2) A single <tool_call>...</tool_call> block containing only the JSON: {"name": <function-name>, "arguments": <args-json-object>}.

        Rules:
        - Output exactly in the order: Action, <tool_call>.
        - Be brief: one for Action.
        - Do not output anything else outside those two parts.
        - If finishing, use action=terminate in the tool call.'''

from datetime import datetime

def get_messages(image, instruction, history_output, system_prompt):
    history_n = 4
    current_step = len(history_output)

    history_start_idx = max(0, current_step - history_n)

    previous_actions = []
    for i in range(history_start_idx):
        if i < len(history_output):
            history_output_str = history_output[i]['output']
            if 'Action:' in history_output_str and '<tool_call>':
                history_output_str = history_output_str.split('Action:')[1].split('<tool_call>')[0].strip()
            previous_actions.append(f"Step {i + 1}: {history_output_str}")

    previous_actions_str = (
        "\n".join(previous_actions) if previous_actions else "None"
    )
    # 添加背景信息
    today = datetime.today()
    weekday_names = ["星期一", "星期二", "星期三", "星期四", "星期五", "星期六", "星期日"]
    weekday = weekday_names[today.weekday()]
    formatted_date = today.strftime("%Y年%m月%d日") + " " + weekday
    ground_info = f'''今天的日期是:{formatted_date}。'''

    instruction_prompt = f"""
        Please generate the next move according to the UI screenshot, instruction and previous actions.

        Instruction: {ground_info}{instruction}

        Previous actions:
        {previous_actions_str}"""

    ## 模型调用
    messages = [
        {
            "role": "system",
            "content": [
                {"text": system_prompt}
            ],
        }
    ]
    history_len = min(history_n, len(history_output))
    if history_len > 0:
        for history_id, history_item in enumerate(history_output[-history_n:], 0):
            if history_id == 0:
                messages.append({
                    "role": "user",
                    "content": [
                        {"text": instruction_prompt},
                        {"image": "file://" +history_item['image']}
                    ]
                })
            else:
                messages.append({
                    "role": "user",
                    "content": [
                        {"image": "file://" +history_item['image']}
                    ]
                })
            messages.append({
                "role": "assistant",
                "content": [
                    {"text": history_item['output']},
                ]
            })
        messages.append({
            "role": "user",
            "content": [
                {"image": "file://" +image},
            ]
        })
    else:
        messages.append(
            {
                "role": "user",
                "content": [
                    {
                        "text": instruction_prompt
                    },
                    {
                        "image": "file://" +image,
                    },
                ],
            }
        )

    return messages

import subprocess
import os
import time
from PIL import Image

class AdbTools:
    def __init__(self, adb_path, device=None):
        self.adb_path = adb_path
        self.device = device
        self.__device_str__ = f" -s {device} " if device is not None else ' '
        self.image_info = None

    def adb_shell(self, command):
        command = self.adb_path + self.__device_str__ + command
        subprocess.run(command, capture_output=True, text=True, shell=True)

    ## 载入手机size
    def load_image_info(self, path):
        width, height = Image.open(path).size
        self.image_info = (width, height)

    ## 获取截图
    def get_screenshot(self, image_path, retry_times=3):
        command = self.adb_path + (f" -s {self.device}" if self.device is not None else '') + f" exec-out screencap -p > {image_path}"

        for i in range(retry_times):
            subprocess.run(command, capture_output=True, text=True, shell=True)
            if os.path.exists(image_path):
                self.load_image_info(image_path)
                return True
            else:
                time.sleep(0.1)
        else:
            return False

    ## 点击(x,y)
    ## coordinate_size: 输入图片的尺寸，默认为None，则使用当前手机的尺寸, 传入为{'x': int, 'y': int}
    def click(self, x, y, coordinate_size=None):
        command = self.adb_path + self.__device_str__ + f" shell input tap {x} {y}"
        subprocess.run(command, capture_output=True, text=True, shell=True)

    def long_press(self, x, y, time=800):
        command = self.adb_path + self.__device_str__ + f" shell input swipe {x} {y} {x} {y} {time}"
        subprocess.run(command, capture_output=True, text=True, shell=True)

    ## 滑动从(x1,y1)->(x2,y2)
    ## coordinate_size: 输入图片的尺寸，默认为None，则使用当前手机的尺寸, 传入为{'x': int, 'y': int}
    def slide(self, x1, y1, x2, y2, coordinate_size=None, slide_time=800):
        command = self.adb_path + self.__device_str__ + f" shell input swipe {x1} {y1} {x2} {y2} {slide_time}"
        subprocess.run(command, capture_output=True, text=True, shell=True)

    ## 返回
    def back(self):
        command = self.adb_path + self.__device_str__ + f"  shell input keyevent 4"
        subprocess.run(command, capture_output=True, text=True, shell=True)

    # 点击Home键
    def home(self):
        command = self.adb_path + self.__device_str__ + f" shell am start -a android.intent.action.MAIN -c android.intent.category.HOME"
        subprocess.run(command, capture_output=True, text=True, shell=True)

    ## 打字(中英均可，不确定其他语言是否可以)，注意需要先在手机安装 adb 键盘
    def type(self, text):
        escaped_text = text.replace('"', '\\"').replace("'", "\\'")
        command_list = [
            f"shell ime enable com.android.adbkeyboard/.AdbIME ",
            f"shell ime set com.android.adbkeyboard/.AdbIME ",
            0.1,
            f'shell am broadcast -a ADB_INPUT_TEXT --es msg "{escaped_text}" ',
            0.1,
            f"shell ime disable com.android.adbkeyboard/.AdbIME"
        ]

        for command in command_list:
            if isinstance(command, float):
                time.sleep(command)
            elif isinstance(command, str):
                subprocess.run(self.adb_path + self.__device_str__ + command.strip(), capture_output=True, text=True, shell=True)

    def get_package_name(self, all_packages=False):
        try:
            if all_packages:
                command = self.adb_path + self.__device_str__ + " shell pm list packages"
            else:
                command = self.adb_path + self.__device_str__ + " shell pm list packages -3"
            res = subprocess.run(command, capture_output=True, text=True, shell=True)
            pkgs = []
            for line in res.stdout.splitlines():
                s = line.strip()
                if not s:
                    continue
                # 去掉前缀 "package:"
                if s.startswith("package:"):
                    s = s[len("package:"):]
                # 如果包含 "="，右侧才是包名
                if "=" in s:
                    _, s = s.split("=", 1)
                if s:
                    pkgs.append(s)
            return sorted(set(pkgs))
        except Exception as e:
            print(e)
            return []

    def open_app(self, package_name):
        command = self.adb_path + self.__device_str__ + f" shell monkey -p {package_name} -c android.intent.category.LAUNCHER 1"
        subprocess.run(command, capture_output=True, text=True, shell=True)

# 常见应用包名映射（示例，可根据需要扩展）
package_str_list = '''com.tencent.mm	微信	wechat
com.tencent.mobileqq	qq	腾讯qq
com.sina.weibo	微博
com.taobao.taobao	淘宝
com.jingdong.app.mall	京东	京东秒送
com.xunmeng.pinduoduo	拼多多
com.xingin.xhs	小红书
com.douban.frodo	豆瓣
com.zhihu.android	知乎
com.autonavi.minimap	高德地图	高德
com.baidu.BaiduMap	百度地图
com.sankuai.meituan.takeoutnew	美团外卖
com.sankuai.meituan	美团	美团外卖
com.dianping.v1	大众点评	点评
me.ele	饿了么	淘宝闪购
com.yek.android.kfc.activitys	肯德基
ctrip.android.view	携程	携程旅行
com.MobileTicket	铁路12306	12306
com.Qunar	去哪儿旅行	去哪儿网	去哪儿
com.sdu.didi.psnger	滴滴出行	滴滴
tv.danmaku.bili	bilibili	b站	哔哩哔哩	哔站	bili
com.ss.android.ugc.aweme	抖音
com.smile.gifmaker	快手
com.tencent.qqlive	腾讯视频
com.qiyi.video	爱奇艺
com.youku.phone	优酷	优酷视频
com.hunantv.imgo.activity	芒果tv	芒果
com.phoenix.read	红果短剧	红果
com.netease.cloudmusic	网易云音乐	网易云
com.tencent.qqmusic	qq音乐
com.luna.music	汽水音乐
com.ximalaya.ting.android	喜马拉雅
com.dragon.read	番茄免费小说	番茄小说
com.kmxs.reader	七猫免费小说
com.ss.android.lark	飞书
com.tencent.androidqqmail	qq邮箱
com.larus.nova	豆包	豆包
com.gotokeep.keep	keep
com.lingan.seeyou	美柚
com.tencent.news	腾讯新闻
com.ss.android.article.news	今日头条
com.lianjia.beike	贝壳找房
com.anjuke.android.app	安居客
com.hexin.plat.android	同花顺
com.miHoYo.hkrpg	星穹铁道	崩坏
com.papegames.lysk.cn	恋与深空
com.android.settings	settings	androidsystemsettings
com.android.soundrecorder	audiorecorder
com.rammigsoftware.bluecoins	bluecoins
com.flauschcode.broccoli	broccoli
com.booking	booking
com.android.chrome	谷歌浏览器	googlechrome	chrome
com.android.deskclock	时钟	闹钟	clock
com.android.contacts	contacts
com.duolingo	duolingo	多邻国
com.expedia.bookings	expedia
com.android.fileexplorer	files	filemanager
com.google.android.gm	gmail	googlemail
com.google.android.apps.nbu.files	googlefiles	filesbygoogle
com.google.android.calendar	googlecalendar
com.google.android.apps.dynamite	googlechat
com.google.android.deskclock	googleclock
com.google.android.contacts	googlecontacts
com.google.android.apps.docs.editors.docs	googledocs
com.google.android.apps.docs	googledrive
com.google.android.apps.fitness	googlefit
com.google.android.keep	googlekeep
com.google.android.apps.maps	googlemaps
com.google.android.apps.books	googleplaybooks
com.android.vending	googleplaystore
com.google.android.apps.docs.editors.slides	googleslides
com.google.android.apps.tasks	googletasks
net.cozic.joplin	joplin
com.mcdonalds.app	麦当劳	mcdonald
net.osmand	osmand
com.Project100Pi.themusicplayer	pimusicplayer
com.quora.android	quora
com.reddit.frontpage	reddit
code.name.monkey.retromusic	retromusic
com.scientificcalculatorplus.simplecalculator.basiccalculator.mathcalc	simplecalendarpro
com.simplemobiletools.smsmessenger	simplesmsmessenger
org.telegram.messenger	telegram
com.einnovation.temu	temu
com.zhiliaoapp.musically	tiktok
com.twitter.android	twitter	x
org.videolan.vlc	vlc
com.whatsapp	whatsapp
com.taobao.movie.android	淘票票
com.tongcheng.android	同程旅行	同程
com.sankuai.movie	猫眼
com.wuba.zhuanzhuan	转转
com.tencent.weread	微信读书
com.taobao.idlefish	闲鱼
com.wudaokou.hippo	盒马
com.eg.android.AlipayGphone	支付宝
com.jd.jrapp	京东金融
com.achievo.vipshop	唯品会
com.smzdm.client.android	什么值得买
cn.kuwo.player	酷我音乐
com.taobao.trip	飞猪	飞猪旅行
com.jingdong.pdj	京东到家
com.tencent.map	腾讯地图
com.shizhuang.duapp	得物
cn.damai	大麦	大麦网
com.ss.android.auto	懂车帝
com.cubic.autohome	汽车之家
com.wuba	58同城	五八同城
com.android.calendar	日历
com.alibaba.android.rimet	钉钉
com.meituan.retail.v.android	小象超市
com.aliyun.tongyi	通义	千问	通义千问
com.hupu.games	虎扑	虎扑体育
com.quark.browser	夸克	夸克浏览器
com.yuantiku.tutor	猿辅导
com.tencent.mtt	qq浏览器
com.umetrip.android.msky.app	航旅纵横
com.UCMobile	UC浏览器
com.ss.android.ugc.aweme.lite	抖音极速版	抖音
air.tv.douyu.android	斗鱼
com.tencent.hunyuan.app.chat	元宝
com.baidu.searchbox	百度
com.lemon.lv	剪映
cn.soulapp.android	soul
com.baidu.netdisk	百度网盘
com.tmri.app.main	交管12123	12123
com.kugou.android	酷狗	酷狗音乐
com.ss.android.lark	飞书
com.tencent.android.qqdownloader	应用宝
com.mt.mtxx.mtxx	美图	美图秀秀
com.tencent.karaoke	全民k歌
com.intsig.camscanner	扫描全能王
com.android.bankabc	农业银行	农行
cmb.pb	招商银行	招行
com.ganji.android.haoche_c	瓜子二手车	瓜子
com.sf.activity	顺丰	顺丰快递	顺丰速运
com.ziroom.ziroomcustomer	自如
com.yumc.phsuperapp	必胜客
cn.dominos.pizza	达美乐披萨	达美乐
cn.wps.moffice_eng	WPS Office	WPS
com.mfw.roadbook	马蜂窝
com.moonshot.kimichat	kimi
com.tencent.wemeet.app	腾讯会议
com.deepseek.chat	deepseek
com.spdbccc.app	浦发银行
cn.samsclub.app	山姆超市	山姆	山姆会员商店	山姆会员店
com.tencent.qqsports	腾讯体育
com.hanweb.android.zhejiang.activity	浙里办
com.ss.android.article.video	西瓜视频
com.taou.maimai	脉脉	'''

PACKAGES_NAME_DICT = {}
NAME_PACKAGE_DICT = {}

def normalize_package_name(name):
    name = name.lower().strip().replace(" ", "").replace("-", "")
    return name

for package_str in package_str_list.split("\n"):
    package_name = package_str.strip().split("\t")
    PACKAGES_NAME_DICT[package_name[0]] = [normalize_package_name(i) for i in package_name[1:]]
    for name in package_name[1:]:
        name = normalize_package_name(name)
        if name not in NAME_PACKAGE_DICT:
            NAME_PACKAGE_DICT[name] = [package_name[0]]
        else:
            NAME_PACKAGE_DICT[name].append(package_name[0])