mirrored 13 minutes ago
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MillanKpatch: minor bug fixes for evaluator and task configurations, documentation update (#121) * fix: /cursor_position api return format fix * chore: update README.md to remove deprecated command * fix: add base score for evaluators and minor bug fixes * fix: add base score for setup configurations --------- Co-authored-by: Jiaqi Deng <jiaqideng@Jiaqis-MacBook-Pro.local>983283a
import ctypes
import os
import platform
import shlex
import json
import subprocess, signal
from pathlib import Path
from typing import Any, Optional, Sequence
from typing import List, Dict, Tuple, Literal
import concurrent.futures

import Xlib
import lxml.etree
import pyautogui
import requests
import re
from PIL import Image, ImageGrab
from Xlib import display, X
from flask import Flask, request, jsonify, send_file, abort  # , send_from_directory
from lxml.etree import _Element

platform_name: str = platform.system()

if platform_name == "Linux":
    import pyatspi
    from pyatspi import Accessible, StateType, STATE_SHOWING
    from pyatspi import Action as ATAction
    from pyatspi import Component  # , Document
    from pyatspi import Text as ATText
    from pyatspi import Value as ATValue

    BaseWrapper = Any

elif platform_name == "Windows":
    from pywinauto import Desktop
    from pywinauto.base_wrapper import BaseWrapper
    import pywinauto.application
    import win32ui, win32gui

    Accessible = Any

elif platform_name == "Darwin":
    import plistlib

    import AppKit
    import ApplicationServices
    import Foundation
    import Quartz
    import oa_atomacos

    Accessible = Any
    BaseWrapper = Any

else:
    # Platform not supported
    Accessible = None
    BaseWrapper = Any

from pyxcursor import Xcursor

# todo: need to reformat and organize this whole file

app = Flask(__name__)

pyautogui.PAUSE = 0
pyautogui.DARWIN_CATCH_UP_TIME = 0

logger = app.logger
recording_process = None  # fixme: this is a temporary solution for recording, need to be changed to support multiple-process
recording_path = "/tmp/recording.mp4"


@app.route('/setup/execute', methods=['POST'])
@app.route('/execute', methods=['POST'])
def execute_command():
    data = request.json
    # The 'command' key in the JSON request should contain the command to be executed.
    shell = data.get('shell', False)
    command = data.get('command', "" if shell else [])

    if isinstance(command, str) and not shell:
        command = shlex.split(command)

    # Expand user directory
    for i, arg in enumerate(command):
        if arg.startswith("~/"):
            command[i] = os.path.expanduser(arg)

    # Execute the command without any safety checks.
    try:
        if platform_name == "Windows":
            flags = subprocess.CREATE_NO_WINDOW
        else:
            flags = 0
        result = subprocess.run(
            command,
            stdout=subprocess.PIPE,
            stderr=subprocess.PIPE,
            shell=shell,
            text=True,
            timeout=120,
            creationflags=flags,
        )
        return jsonify({
            'status': 'success',
            'output': result.stdout,
            'error': result.stderr,
            'returncode': result.returncode
        })
    except Exception as e:
        return jsonify({
            'status': 'error',
            'message': str(e)
        }), 500


def _get_machine_architecture() -> str:
    """ Get the machine architecture, e.g., x86_64, arm64, aarch64, i386, etc.
    """
    architecture = platform.machine().lower()
    if architecture in ['amd32', 'amd64', 'x86', 'x86_64', 'x86-64', 'x64', 'i386', 'i686']:
        return 'amd'
    elif architecture in ['arm64', 'aarch64', 'aarch32']:
        return 'arm'
    else:
        return 'unknown'


@app.route('/setup/launch', methods=["POST"])
def launch_app():
    data = request.json
    shell = data.get("shell", False)
    command: List[str] = data.get("command", "" if shell else [])

    if isinstance(command, str) and not shell:
        command = shlex.split(command)

    # Expand user directory
    for i, arg in enumerate(command):
        if arg.startswith("~/"):
            command[i] = os.path.expanduser(arg)

    try:
        if 'google-chrome' in command and _get_machine_architecture() == 'arm':
            index = command.index('google-chrome')
            command[index] = 'chromium'  # arm64 chrome is not available yet, can only use chromium
        subprocess.Popen(command, shell=shell)
        return "{:} launched successfully".format(command if shell else " ".join(command))
    except Exception as e:
        return jsonify({"status": "error", "message": str(e)}), 500


@app.route('/screenshot', methods=['GET'])
def capture_screen_with_cursor():
    # fixme: when running on virtual machines, the cursor is not captured, don't know why

    file_path = os.path.join(os.path.dirname(__file__), "screenshots", "screenshot.png")
    user_platform = platform.system()

    # Ensure the screenshots directory exists
    os.makedirs(os.path.dirname(file_path), exist_ok=True)

    # fixme: This is a temporary fix for the cursor not being captured on Windows and Linux
    if user_platform == "Windows":
        def get_cursor():
            hcursor = win32gui.GetCursorInfo()[1]
            hdc = win32ui.CreateDCFromHandle(win32gui.GetDC(0))
            hbmp = win32ui.CreateBitmap()
            hbmp.CreateCompatibleBitmap(hdc, 36, 36)
            hdc = hdc.CreateCompatibleDC()
            hdc.SelectObject(hbmp)
            hdc.DrawIcon((0,0), hcursor)

            bmpinfo = hbmp.GetInfo()
            bmpstr = hbmp.GetBitmapBits(True)
            cursor = Image.frombuffer('RGB', (bmpinfo['bmWidth'], bmpinfo['bmHeight']), bmpstr, 'raw', 'BGRX', 0, 1).convert("RGBA")

            win32gui.DestroyIcon(hcursor)
            win32gui.DeleteObject(hbmp.GetHandle())
            hdc.DeleteDC()

            pixdata = cursor.load()

            width, height = cursor.size
            for y in range(height):
                for x in range(width):
                    if pixdata[x, y] == (0, 0, 0, 255):
                        pixdata[x, y] = (0, 0, 0, 0)

            hotspot = win32gui.GetIconInfo(hcursor)[1:3]

            return (cursor, hotspot)

        ratio = ctypes.windll.shcore.GetScaleFactorForDevice(0) / 100

        img = ImageGrab.grab(bbox=None, include_layered_windows=True)

        try:
            cursor, (hotspotx, hotspoty) = get_cursor()

            pos_win = win32gui.GetCursorPos()
            pos = (round(pos_win[0]*ratio - hotspotx), round(pos_win[1]*ratio - hotspoty))

            img.paste(cursor, pos, cursor)
        except:
            pass

        img.save(file_path)
    elif user_platform == "Linux":
        cursor_obj = Xcursor()
        imgarray = cursor_obj.getCursorImageArrayFast()
        cursor_img = Image.fromarray(imgarray)
        screenshot = pyautogui.screenshot()
        cursor_x, cursor_y = pyautogui.position()
        screenshot.paste(cursor_img, (cursor_x, cursor_y), cursor_img)
        screenshot.save(file_path)
    elif user_platform == "Darwin":  # (Mac OS)
        # Use the screencapture utility to capture the screen with the cursor
        subprocess.run(["screencapture", "-C", file_path])
    else:
        logger.warning(f"The platform you're using ({user_platform}) is not currently supported")

    return send_file(file_path, mimetype='image/png')


def _has_active_terminal(desktop: Accessible) -> bool:
    """ A quick check whether the terminal window is open and active.
    """
    for app in desktop:
        if app.getRoleName() == "application" and app.name == "gnome-terminal-server":
            for frame in app:
                if frame.getRoleName() == "frame" and frame.getState().contains(pyatspi.STATE_ACTIVE):
                    return True
    return False


@app.route('/terminal', methods=['GET'])
def get_terminal_output():
    user_platform = platform.system()
    output: Optional[str] = None
    try:
        if user_platform == "Linux":
            desktop: Accessible = pyatspi.Registry.getDesktop(0)
            if _has_active_terminal(desktop):
                desktop_xml: _Element = _create_atspi_node(desktop)
                # 1. the terminal window (frame of application is st:active) is open and active
                # 2. the terminal tab (terminal status is st:focused) is focused
                xpath = '//application[@name="gnome-terminal-server"]/frame[@st:active="true"]//terminal[@st:focused="true"]'
                terminals: List[_Element] = desktop_xml.xpath(xpath, namespaces=_accessibility_ns_map_ubuntu)
                output = terminals[0].text.rstrip() if len(terminals) == 1 else None
        else:  # windows and macos platform is not implemented currently
            # raise NotImplementedError
            return "Currently not implemented for platform {:}.".format(platform.platform()), 500
        return jsonify({"output": output, "status": "success"})
    except Exception as e:
        logger.error("Failed to get terminal output. Error: %s", e)
        return jsonify({"status": "error", "message": str(e)}), 500


_accessibility_ns_map = {
    "ubuntu": {
        "st": "https://accessibility.ubuntu.example.org/ns/state",
        "attr": "https://accessibility.ubuntu.example.org/ns/attributes",
        "cp": "https://accessibility.ubuntu.example.org/ns/component",
        "doc": "https://accessibility.ubuntu.example.org/ns/document",
        "docattr": "https://accessibility.ubuntu.example.org/ns/document/attributes",
        "txt": "https://accessibility.ubuntu.example.org/ns/text",
        "val": "https://accessibility.ubuntu.example.org/ns/value",
        "act": "https://accessibility.ubuntu.example.org/ns/action",
    },
    "windows": {
        "st": "https://accessibility.windows.example.org/ns/state",
        "attr": "https://accessibility.windows.example.org/ns/attributes",
        "cp": "https://accessibility.windows.example.org/ns/component",
        "doc": "https://accessibility.windows.example.org/ns/document",
        "docattr": "https://accessibility.windows.example.org/ns/document/attributes",
        "txt": "https://accessibility.windows.example.org/ns/text",
        "val": "https://accessibility.windows.example.org/ns/value",
        "act": "https://accessibility.windows.example.org/ns/action",
        "class": "https://accessibility.windows.example.org/ns/class"
    },
    "macos": {
        "st": "https://accessibility.macos.example.org/ns/state",
        "attr": "https://accessibility.macos.example.org/ns/attributes",
        "cp": "https://accessibility.macos.example.org/ns/component",
        "doc": "https://accessibility.macos.example.org/ns/document",
        "txt": "https://accessibility.macos.example.org/ns/text",
        "val": "https://accessibility.macos.example.org/ns/value",
        "act": "https://accessibility.macos.example.org/ns/action",
        "role": "https://accessibility.macos.example.org/ns/role",
    }

}

_accessibility_ns_map_ubuntu = _accessibility_ns_map['ubuntu']
_accessibility_ns_map_windows = _accessibility_ns_map['windows']
_accessibility_ns_map_macos = _accessibility_ns_map['macos']

# A11y tree getter for Ubuntu
libreoffice_version_tuple: Optional[Tuple[int, ...]] = None
MAX_DEPTH = 50
MAX_WIDTH = 1024
MAX_CALLS = 5000


def _get_libreoffice_version() -> Tuple[int, ...]:
    """Function to get the LibreOffice version as a tuple of integers."""
    result = subprocess.run("libreoffice --version", shell=True, text=True, stdout=subprocess.PIPE)
    version_str = result.stdout.split()[1]  # Assuming version is the second word in the command output
    return tuple(map(int, version_str.split(".")))


def _create_atspi_node(node: Accessible, depth: int = 0, flag: Optional[str] = None) -> _Element:
    node_name = node.name
    attribute_dict: Dict[str, Any] = {"name": node_name}

    #  States
    states: List[StateType] = node.getState().get_states()
    for st in states:
        state_name: str = StateType._enum_lookup[st]
        state_name: str = state_name.split("_", maxsplit=1)[1].lower()
        if len(state_name) == 0:
            continue
        attribute_dict["{{{:}}}{:}".format(_accessibility_ns_map_ubuntu["st"], state_name)] = "true"

    #  Attributes
    attributes: Dict[str, str] = node.get_attributes()
    for attribute_name, attribute_value in attributes.items():
        if len(attribute_name) == 0:
            continue
        attribute_dict["{{{:}}}{:}".format(_accessibility_ns_map_ubuntu["attr"], attribute_name)] = attribute_value

    #  Component
    if attribute_dict.get("{{{:}}}visible".format(_accessibility_ns_map_ubuntu["st"]), "false") == "true" \
            and attribute_dict.get("{{{:}}}showing".format(_accessibility_ns_map_ubuntu["st"]), "false") == "true":
        try:
            component: Component = node.queryComponent()
        except NotImplementedError:
            pass
        else:
            bbox: Sequence[int] = component.getExtents(pyatspi.XY_SCREEN)
            attribute_dict["{{{:}}}screencoord".format(_accessibility_ns_map_ubuntu["cp"])] = \
                str(tuple(bbox[0:2]))
            attribute_dict["{{{:}}}size".format(_accessibility_ns_map_ubuntu["cp"])] = str(tuple(bbox[2:]))

    text = ""
    #  Text
    try:
        text_obj: ATText = node.queryText()
        # only text shown on current screen is available
        # attribute_dict["txt:text"] = text_obj.getText(0, text_obj.characterCount)
        text: str = text_obj.getText(0, text_obj.characterCount)
        # if flag=="thunderbird":
        # appeared in thunderbird (uFFFC) (not only in thunderbird), "Object
        # Replacement Character" in Unicode, "used as placeholder in text for
        # an otherwise unspecified object; uFFFD is another "Replacement
        # Character", just in case
        text = text.replace("\ufffc", "").replace("\ufffd", "")
    except NotImplementedError:
        pass

    #  Image, Selection, Value, Action
    try:
        node.queryImage()
        attribute_dict["image"] = "true"
    except NotImplementedError:
        pass

    try:
        node.querySelection()
        attribute_dict["selection"] = "true"
    except NotImplementedError:
        pass

    try:
        value: ATValue = node.queryValue()
        value_key = f"{{{_accessibility_ns_map_ubuntu['val']}}}"

        for attr_name, attr_func in [
            ("value", lambda: value.currentValue),
            ("min", lambda: value.minimumValue),
            ("max", lambda: value.maximumValue),
            ("step", lambda: value.minimumIncrement)
        ]:
            try:
                attribute_dict[f"{value_key}{attr_name}"] = str(attr_func())
            except:
                pass
    except NotImplementedError:
        pass

    try:
        action: ATAction = node.queryAction()
        for i in range(action.nActions):
            action_name: str = action.getName(i).replace(" ", "-")
            attribute_dict[
                "{{{:}}}{:}_desc".format(_accessibility_ns_map_ubuntu["act"], action_name)] = action.getDescription(
                i)
            attribute_dict[
                "{{{:}}}{:}_kb".format(_accessibility_ns_map_ubuntu["act"], action_name)] = action.getKeyBinding(i)
    except NotImplementedError:
        pass

    # Add from here if we need more attributes in the future...

    raw_role_name: str = node.getRoleName().strip()
    node_role_name = (raw_role_name or "unknown").replace(" ", "-")

    if not flag:
        if raw_role_name == "document spreadsheet":
            flag = "calc"
        if raw_role_name == "application" and node.name == "Thunderbird":
            flag = "thunderbird"

    xml_node = lxml.etree.Element(
        node_role_name,
        attrib=attribute_dict,
        nsmap=_accessibility_ns_map_ubuntu
    )

    if len(text) > 0:
        xml_node.text = text

    if depth == MAX_DEPTH:
        logger.warning("Max depth reached")
        return xml_node

    if flag == "calc" and node_role_name == "table":
        # Maximum column: 1024 if ver<=7.3 else 16384
        # Maximum row: 104 8576
        # Maximun sheet: 1 0000

        global libreoffice_version_tuple
        MAXIMUN_COLUMN = 1024 if libreoffice_version_tuple < (7, 4) else 16384
        MAX_ROW = 104_8576

        index_base = 0
        first_showing = False
        column_base = None
        for r in range(MAX_ROW):
            for clm in range(column_base or 0, MAXIMUN_COLUMN):
                child_node: Accessible = node[index_base + clm]
                showing: bool = child_node.getState().contains(STATE_SHOWING)
                if showing:
                    child_node: _Element = _create_atspi_node(child_node, depth + 1, flag)
                    if not first_showing:
                        column_base = clm
                        first_showing = True
                    xml_node.append(child_node)
                elif first_showing and column_base is not None or clm >= 500:
                    break
            if first_showing and clm == column_base or not first_showing and r >= 500:
                break
            index_base += MAXIMUN_COLUMN
        return xml_node
    else:
        try:
            for i, ch in enumerate(node):
                if i == MAX_WIDTH:
                    logger.warning("Max width reached")
                    break
                xml_node.append(_create_atspi_node(ch, depth + 1, flag))
        except:
            logger.warning("Error occurred during children traversing. Has Ignored. Node: %s",
                           lxml.etree.tostring(xml_node, encoding="unicode"))
        return xml_node


# A11y tree getter for Windows
def _create_pywinauto_node(node, nodes, depth: int = 0, flag: Optional[str] = None) -> _Element:
    nodes = nodes or set()
    if node in nodes:
        return
    nodes.add(node)

    attribute_dict: Dict[str, Any] = {"name": node.element_info.name}

    base_properties = {}
    try:
        base_properties.update(
            node.get_properties())  # get all writable/not writable properties, but have bugs when landing on chrome and it's slower!
    except:
        logger.debug("Failed to call get_properties(), trying to get writable properites")
        try:
            _element_class = node.__class__

            class TempElement(node.__class__):
                writable_props = pywinauto.base_wrapper.BaseWrapper.writable_props

            # Instantiate the subclass
            node.__class__ = TempElement
            # Retrieve properties using get_properties()
            properties = node.get_properties()
            node.__class__ = _element_class

            base_properties.update(properties)  # only get all writable properties
            logger.debug("get writable properties")
        except Exception as e:
            logger.error(e)
            pass

    # Count-cnt
    for attr_name in ["control_count", "button_count", "item_count", "column_count"]:
        try:
            attribute_dict[f"{{{_accessibility_ns_map_windows['cnt']}}}{attr_name}"] = base_properties[
                attr_name].lower()
        except:
            pass

    # Columns-cols
    try:
        attribute_dict[f"{{{_accessibility_ns_map_windows['cols']}}}columns"] = base_properties["columns"].lower()
    except:
        pass

    # Id-id
    for attr_name in ["control_id", "automation_id", "window_id"]:
        try:
            attribute_dict[f"{{{_accessibility_ns_map_windows['id']}}}{attr_name}"] = base_properties[attr_name].lower()
        except:
            pass

    #  States
    # 19 sec out of 20
    for attr_name, attr_func in [
        ("enabled", lambda: node.is_enabled()),
        ("visible", lambda: node.is_visible()),
        # ("active", lambda: node.is_active()), # occupied most of the time: 20s out of 21s for slack, 51.5s out of 54s for WeChat # maybe use for cutting branches
        ("minimized", lambda: node.is_minimized()),
        ("maximized", lambda: node.is_maximized()),
        ("normal", lambda: node.is_normal()),
        ("unicode", lambda: node.is_unicode()),
        ("collapsed", lambda: node.is_collapsed()),
        ("checkable", lambda: node.is_checkable()),
        ("checked", lambda: node.is_checked()),
        ("focused", lambda: node.is_focused()),
        ("keyboard_focused", lambda: node.is_keyboard_focused()),
        ("selected", lambda: node.is_selected()),
        ("selection_required", lambda: node.is_selection_required()),
        ("pressable", lambda: node.is_pressable()),
        ("pressed", lambda: node.is_pressed()),
        ("expanded", lambda: node.is_expanded()),
        ("editable", lambda: node.is_editable()),
        ("has_keyboard_focus", lambda: node.has_keyboard_focus()),
        ("is_keyboard_focusable", lambda: node.is_keyboard_focusable()),
    ]:
        try:
            attribute_dict[f"{{{_accessibility_ns_map_windows['st']}}}{attr_name}"] = str(attr_func()).lower()
        except:
            pass

    #  Component
    try:
        rectangle = node.rectangle()
        attribute_dict["{{{:}}}screencoord".format(_accessibility_ns_map_windows["cp"])] = \
            "({:d}, {:d})".format(rectangle.left, rectangle.top)
        attribute_dict["{{{:}}}size".format(_accessibility_ns_map_windows["cp"])] = \
            "({:d}, {:d})".format(rectangle.width(), rectangle.height())

    except Exception as e:
        logger.error("Error accessing rectangle: ", e)

    #  Text
    text: str = node.window_text()
    if text == attribute_dict["name"]:
        text = ""

    #  Selection
    if hasattr(node, "select"):
        attribute_dict["selection"] = "true"

    # Value
    for attr_name, attr_funcs in [
        ("step", [lambda: node.get_step()]),
        ("value", [lambda: node.value(), lambda: node.get_value(), lambda: node.get_position()]),
        ("min", [lambda: node.min_value(), lambda: node.get_range_min()]),
        ("max", [lambda: node.max_value(), lambda: node.get_range_max()])
    ]:
        for attr_func in attr_funcs:
            if hasattr(node, attr_func.__name__):
                try:
                    attribute_dict[f"{{{_accessibility_ns_map_windows['val']}}}{attr_name}"] = str(attr_func())
                    break  # exit once the attribute is set successfully
                except:
                    pass

    attribute_dict["{{{:}}}class".format(_accessibility_ns_map_windows["class"])] = str(type(node))

    # class_name
    for attr_name in ["class_name", "friendly_class_name"]:
        try:
            attribute_dict[f"{{{_accessibility_ns_map_windows['class']}}}{attr_name}"] = base_properties[
                attr_name].lower()
        except:
            pass

    node_role_name: str = node.class_name().lower().replace(" ", "-")
    node_role_name = "".join(
        map(lambda _ch: _ch if _ch.isidentifier() or _ch in {"-"} or _ch.isalnum() else "-", node_role_name))

    if node_role_name.strip() == "":
        node_role_name = "unknown"
    if not node_role_name[0].isalpha():
        node_role_name = "tag" + node_role_name

    xml_node = lxml.etree.Element(
        node_role_name,
        attrib=attribute_dict,
        nsmap=_accessibility_ns_map_windows
    )

    if text is not None and len(text) > 0 and text != attribute_dict["name"]:
        xml_node.text = text

    if depth == MAX_DEPTH:
        logger.warning("Max depth reached")
        return xml_node

    # use multi thread to accelerate children fetching
    children = node.children()
    if children:
        with concurrent.futures.ThreadPoolExecutor() as executor:
            future_to_child = [executor.submit(_create_pywinauto_node, ch, nodes, depth + 1, flag) for ch in
                               children[:MAX_WIDTH]]
        try:
            xml_node.extend([future.result() for future in concurrent.futures.as_completed(future_to_child)])
        except Exception as e:
            logger.error(f"Exception occurred: {e}")
    return xml_node


# A11y tree getter for macOS

def _create_axui_node(node, nodes: set = None, depth: int = 0, bbox: tuple = None):
    nodes = nodes or set()
    if node in nodes:
        return
    nodes.add(node)

    reserved_keys = {
        "AXEnabled": "st",
        "AXFocused": "st",
        "AXFullScreen": "st",
        "AXTitle": "attr",
        "AXChildrenInNavigationOrder": "attr",
        "AXChildren": "attr",
        "AXFrame": "attr",
        "AXRole": "role",
        "AXHelp": "attr",
        "AXRoleDescription": "role",
        "AXSubrole": "role",
        "AXURL": "attr",
        "AXValue": "val",
        "AXDescription": "attr",
        "AXDOMIdentifier": "attr",
        "AXSelected": "st",
        "AXInvalid": "st",
        "AXRows": "attr",
        "AXColumns": "attr",
    }
    attribute_dict = {}

    if depth == 0:
        bbox = (
            node["kCGWindowBounds"]["X"],
            node["kCGWindowBounds"]["Y"],
            node["kCGWindowBounds"]["X"] + node["kCGWindowBounds"]["Width"],
            node["kCGWindowBounds"]["Y"] + node["kCGWindowBounds"]["Height"]
        )
        app_ref = ApplicationServices.AXUIElementCreateApplication(node["kCGWindowOwnerPID"])

        attribute_dict["name"] = node["kCGWindowOwnerName"]
        if attribute_dict["name"] != "Dock":
            error_code, app_wins_ref = ApplicationServices.AXUIElementCopyAttributeValue(
                app_ref, "AXWindows", None)
            if error_code:
                logger.error("MacOS parsing %s encountered Error code: %d", app_ref, error_code)
        else:
            app_wins_ref = [app_ref]
        node = app_wins_ref[0]

    error_code, attr_names = ApplicationServices.AXUIElementCopyAttributeNames(node, None)

    if error_code:
        # -25202: AXError.invalidUIElement
        #         The accessibility object received in this event is invalid.
        return

    value = None

    if "AXFrame" in attr_names:
        error_code, attr_val = ApplicationServices.AXUIElementCopyAttributeValue(node, "AXFrame", None)
        rep = repr(attr_val)
        x_value = re.search(r"x:(-?[\d.]+)", rep)
        y_value = re.search(r"y:(-?[\d.]+)", rep)
        w_value = re.search(r"w:(-?[\d.]+)", rep)
        h_value = re.search(r"h:(-?[\d.]+)", rep)
        type_value = re.search(r"type\s?=\s?(\w+)", rep)
        value = {
            "x": float(x_value.group(1)) if x_value else None,
            "y": float(y_value.group(1)) if y_value else None,
            "w": float(w_value.group(1)) if w_value else None,
            "h": float(h_value.group(1)) if h_value else None,
            "type": type_value.group(1) if type_value else None,
        }

        if not any(v is None for v in value.values()):
            x_min = max(bbox[0], value["x"])
            x_max = min(bbox[2], value["x"] + value["w"])
            y_min = max(bbox[1], value["y"])
            y_max = min(bbox[3], value["y"] + value["h"])

            if x_min > x_max or y_min > y_max:
                # No intersection
                return

    role = None
    text = None

    for attr_name, ns_key in reserved_keys.items():
        if attr_name not in attr_names:
            continue

        if value and attr_name == "AXFrame":
            bb = value
            if not any(v is None for v in bb.values()):
                attribute_dict["{{{:}}}screencoord".format(_accessibility_ns_map_macos["cp"])] = \
                    "({:d}, {:d})".format(int(bb["x"]), int(bb["y"]))
                attribute_dict["{{{:}}}size".format(_accessibility_ns_map_macos["cp"])] = \
                    "({:d}, {:d})".format(int(bb["w"]), int(bb["h"]))
            continue

        error_code, attr_val = ApplicationServices.AXUIElementCopyAttributeValue(node, attr_name, None)

        full_attr_name = f"{{{_accessibility_ns_map_macos[ns_key]}}}{attr_name}"

        if attr_name == "AXValue" and not text:
            text = str(attr_val)
            continue

        if attr_name == "AXRoleDescription":
            role = attr_val
            continue

        # Set the attribute_dict
        if not (isinstance(attr_val, ApplicationServices.AXUIElementRef)
                or isinstance(attr_val, (AppKit.NSArray, list))):
            if attr_val is not None:
                attribute_dict[full_attr_name] = str(attr_val)

    node_role_name = role.lower().replace(" ", "_") if role else "unknown_role"

    xml_node = lxml.etree.Element(
        node_role_name,
        attrib=attribute_dict,
        nsmap=_accessibility_ns_map_macos
    )

    if text is not None and len(text) > 0:
        xml_node.text = text

    if depth == MAX_DEPTH:
        logger.warning("Max depth reached")
        return xml_node

    future_to_child = []

    with concurrent.futures.ThreadPoolExecutor() as executor:
        for attr_name, ns_key in reserved_keys.items():
            if attr_name not in attr_names:
                continue

            error_code, attr_val = ApplicationServices.AXUIElementCopyAttributeValue(node, attr_name, None)
            if isinstance(attr_val, ApplicationServices.AXUIElementRef):
                future_to_child.append(executor.submit(_create_axui_node, attr_val, nodes, depth + 1, bbox))

            elif isinstance(attr_val, (AppKit.NSArray, list)):
                for child in attr_val:
                    future_to_child.append(executor.submit(_create_axui_node, child, nodes, depth + 1, bbox))

        try:
            for future in concurrent.futures.as_completed(future_to_child):
                result = future.result()
                if result is not None:
                    xml_node.append(result)
        except Exception as e:
            logger.error(f"Exception occurred: {e}")

    return xml_node


@app.route("/accessibility", methods=["GET"])
def get_accessibility_tree():
    os_name: str = platform.system()

    # AT-SPI works for KDE as well
    if os_name == "Linux":
        global libreoffice_version_tuple
        libreoffice_version_tuple = _get_libreoffice_version()

        desktop: Accessible = pyatspi.Registry.getDesktop(0)
        xml_node = lxml.etree.Element("desktop-frame", nsmap=_accessibility_ns_map_ubuntu)
        with concurrent.futures.ThreadPoolExecutor() as executor:
            futures = [executor.submit(_create_atspi_node, app_node, 1) for app_node in desktop]
            for future in concurrent.futures.as_completed(futures):
                xml_tree = future.result()
                xml_node.append(xml_tree)
        return jsonify({"AT": lxml.etree.tostring(xml_node, encoding="unicode")})

    elif os_name == "Windows":
        # Attention: Windows a11y tree is implemented to be read through `pywinauto` module, however,
        # two different backends `win32` and `uia` are supported and different results may be returned
        desktop: Desktop = Desktop(backend="uia")
        xml_node = lxml.etree.Element("desktop", nsmap=_accessibility_ns_map_windows)
        with concurrent.futures.ThreadPoolExecutor() as executor:
            futures = [executor.submit(_create_pywinauto_node, wnd, {}, 1) for wnd in desktop.windows()]
            for future in concurrent.futures.as_completed(futures):
                xml_tree = future.result()
                xml_node.append(xml_tree)
        return jsonify({"AT": lxml.etree.tostring(xml_node, encoding="unicode")})

    elif os_name == "Darwin":
        # TODO: Add Dock and MenuBar
        xml_node = lxml.etree.Element("desktop", nsmap=_accessibility_ns_map_macos)

        with concurrent.futures.ThreadPoolExecutor() as executor:
            foreground_windows = [
                win for win in Quartz.CGWindowListCopyWindowInfo(
                    (Quartz.kCGWindowListExcludeDesktopElements |
                     Quartz.kCGWindowListOptionOnScreenOnly),
                    Quartz.kCGNullWindowID
                ) if win["kCGWindowLayer"] == 0 and win["kCGWindowOwnerName"] != "Window Server"
            ]
            dock_info = [
                win for win in Quartz.CGWindowListCopyWindowInfo(
                    Quartz.kCGWindowListOptionAll,
                    Quartz.kCGNullWindowID
                ) if win.get("kCGWindowName", None) == "Dock"
            ]

            futures = [
                executor.submit(_create_axui_node, wnd, None, 0)
                for wnd in foreground_windows + dock_info
            ]

            for future in concurrent.futures.as_completed(futures):
                xml_tree = future.result()
                if xml_tree is not None:
                    xml_node.append(xml_tree)

        return jsonify({"AT": lxml.etree.tostring(xml_node, encoding="unicode")})

    else:
        return "Currently not implemented for platform {:}.".format(platform.platform()), 500


@app.route('/screen_size', methods=['POST'])
def get_screen_size():
    if platform_name == "Linux":
        d = display.Display()
        screen_width = d.screen().width_in_pixels
        screen_height = d.screen().height_in_pixels
    elif platform_name == "Windows":
        user32 = ctypes.windll.user32
        screen_width: int = user32.GetSystemMetrics(0)
        screen_height: int = user32.GetSystemMetrics(1)
    return jsonify(
        {
            "width": screen_width,
            "height": screen_height
        }
    )


@app.route('/window_size', methods=['POST'])
def get_window_size():
    if 'app_class_name' in request.form:
        app_class_name = request.form['app_class_name']
    else:
        return jsonify({"error": "app_class_name is required"}), 400

    d = display.Display()
    root = d.screen().root
    window_ids = root.get_full_property(d.intern_atom('_NET_CLIENT_LIST'), X.AnyPropertyType).value

    for window_id in window_ids:
        try:
            window = d.create_resource_object('window', window_id)
            wm_class = window.get_wm_class()

            if wm_class is None:
                continue

            if app_class_name.lower() in [name.lower() for name in wm_class]:
                geom = window.get_geometry()
                return jsonify(
                    {
                        "width": geom.width,
                        "height": geom.height
                    }
                )
        except Xlib.error.XError:  # Ignore windows that give an error
            continue
    return None


@app.route('/desktop_path', methods=['POST'])
def get_desktop_path():
    # Get the home directory in a platform-independent manner using pathlib
    home_directory = str(Path.home())

    # Determine the desktop path based on the operating system
    desktop_path = {
        "Windows": os.path.join(home_directory, "Desktop"),
        "Darwin": os.path.join(home_directory, "Desktop"),  # macOS
        "Linux": os.path.join(home_directory, "Desktop")
    }.get(platform.system(), None)

    # Check if the operating system is supported and the desktop path exists
    if desktop_path and os.path.exists(desktop_path):
        return jsonify(desktop_path=desktop_path)
    else:
        return jsonify(error="Unsupported operating system or desktop path not found"), 404


@app.route('/wallpaper', methods=['POST'])
def get_wallpaper():
    def get_wallpaper_windows():
        SPI_GETDESKWALLPAPER = 0x73
        MAX_PATH = 260
        buffer = ctypes.create_unicode_buffer(MAX_PATH)
        ctypes.windll.user32.SystemParametersInfoW(SPI_GETDESKWALLPAPER, MAX_PATH, buffer, 0)
        return buffer.value

    def get_wallpaper_macos():
        script = """
        tell application "System Events" to tell every desktop to get picture
        """
        process = subprocess.Popen(['osascript', '-e', script], stdout=subprocess.PIPE, stderr=subprocess.PIPE)
        output, error = process.communicate()
        if error:
            app.logger.error("Error: %s", error.decode('utf-8'))
            return None
        return output.strip().decode('utf-8')

    def get_wallpaper_linux():
        try:
            output = subprocess.check_output(
                ["gsettings", "get", "org.gnome.desktop.background", "picture-uri"],
                stderr=subprocess.PIPE
            )
            return output.decode('utf-8').strip().replace('file://', '').replace("'", "")
        except subprocess.CalledProcessError as e:
            app.logger.error("Error: %s", e)
            return None

    os_name = platform.system()
    wallpaper_path = None
    if os_name == 'Windows':
        wallpaper_path = get_wallpaper_windows()
    elif os_name == 'Darwin':
        wallpaper_path = get_wallpaper_macos()
    elif os_name == 'Linux':
        wallpaper_path = get_wallpaper_linux()
    else:
        app.logger.error(f"Unsupported OS: {os_name}")
        abort(400, description="Unsupported OS")

    if wallpaper_path:
        try:
            # Ensure the filename is secure
            return send_file(wallpaper_path, mimetype='image/png')
        except Exception as e:
            app.logger.error(f"An error occurred while serving the wallpaper file: {e}")
            abort(500, description="Unable to serve the wallpaper file")
    else:
        abort(404, description="Wallpaper file not found")


@app.route('/list_directory', methods=['POST'])
def get_directory_tree():
    def _list_dir_contents(directory):
        """
        List the contents of a directory recursively, building a tree structure.

        :param directory: The path of the directory to inspect.
        :return: A nested dictionary with the contents of the directory.
        """
        tree = {'type': 'directory', 'name': os.path.basename(directory), 'children': []}
        try:
            # List all files and directories in the current directory
            for entry in os.listdir(directory):
                full_path = os.path.join(directory, entry)
                # If entry is a directory, recurse into it
                if os.path.isdir(full_path):
                    tree['children'].append(_list_dir_contents(full_path))
                else:
                    tree['children'].append({'type': 'file', 'name': entry})
        except OSError as e:
            # If the directory cannot be accessed, return the exception message
            tree = {'error': str(e)}
        return tree

    # Extract the 'path' parameter from the JSON request
    data = request.get_json()
    if 'path' not in data:
        return jsonify(error="Missing 'path' parameter"), 400

    start_path = data['path']
    # Ensure the provided path is a directory
    if not os.path.isdir(start_path):
        return jsonify(error="The provided path is not a directory"), 400

    # Generate the directory tree starting from the provided path
    directory_tree = _list_dir_contents(start_path)
    return jsonify(directory_tree=directory_tree)


@app.route('/file', methods=['POST'])
def get_file():
    # Retrieve filename from the POST request
    if 'file_path' in request.form:
        file_path = os.path.expandvars(os.path.expanduser(request.form['file_path']))
    else:
        return jsonify({"error": "file_path is required"}), 400

    try:
        # Check if the file exists and send it to the user
        return send_file(file_path, as_attachment=True)
    except FileNotFoundError:
        # If the file is not found, return a 404 error
        return jsonify({"error": "File not found"}), 404


@app.route("/setup/upload", methods=["POST"])
def upload_file():
    # Retrieve filename from the POST request
    if 'file_path' in request.form and 'file_data' in request.files:
        file_path = os.path.expandvars(os.path.expanduser(request.form['file_path']))
        file = request.files["file_data"]
        file.save(file_path)
        return "File Uploaded"
    else:
        return jsonify({"error": "file_path and file_data are required"}), 400


@app.route('/platform', methods=['GET'])
def get_platform():
    return platform.system()


@app.route('/cursor_position', methods=['GET'])
def get_cursor_position():
    pos = pyautogui.position()
    return jsonify(pos.x, pos.y)

@app.route("/setup/change_wallpaper", methods=['POST'])
def change_wallpaper():
    data = request.json
    path = data.get('path', None)

    if not path:
        return "Path not supplied!", 400

    path = Path(os.path.expandvars(os.path.expanduser(path)))

    if not path.exists():
        return f"File not found: {path}", 404

    try:
        user_platform = platform.system()
        if user_platform == "Windows":
            import ctypes
            ctypes.windll.user32.SystemParametersInfoW(20, 0, str(path), 3)
        elif user_platform == "Linux":
            import subprocess
            subprocess.run(["gsettings", "set", "org.gnome.desktop.background", "picture-uri", f"file://{path}"])
        elif user_platform == "Darwin":  # (Mac OS)
            import subprocess
            subprocess.run(
                ["osascript", "-e", f'tell application "Finder" to set desktop picture to POSIX file "{path}"'])
        return "Wallpaper changed successfully"
    except Exception as e:
        return f"Failed to change wallpaper. Error: {e}", 500


@app.route("/setup/download_file", methods=['POST'])
def download_file():
    data = request.json
    url = data.get('url', None)
    path = data.get('path', None)

    if not url or not path:
        return "Path or URL not supplied!", 400

    path = Path(os.path.expandvars(os.path.expanduser(path)))
    path.parent.mkdir(parents=True, exist_ok=True)

    max_retries = 3
    error: Optional[Exception] = None
    for i in range(max_retries):
        try:
            response = requests.get(url, stream=True)
            response.raise_for_status()

            with open(path, 'wb') as f:
                for chunk in response.iter_content(chunk_size=8192):
                    if chunk:
                        f.write(chunk)
            return "File downloaded successfully"

        except requests.RequestException as e:
            error = e
            logger.error(f"Failed to download {url}. Retrying... ({max_retries - i - 1} attempts left)")

    return f"Failed to download {url}. No retries left. Error: {error}", 500


@app.route("/setup/open_file", methods=['POST'])
def open_file():
    data = request.json
    path = data.get('path', None)

    if not path:
        return "Path not supplied!", 400

    path = Path(os.path.expandvars(os.path.expanduser(path)))

    if not path.exists():
        return f"File not found: {path}", 404

    try:
        if platform.system() == "Windows":
            os.startfile(path)
        else:
            open_cmd: str = "open" if platform.system() == "Darwin" else "xdg-open"
            subprocess.Popen([open_cmd, str(path)])
        return "File opened successfully"
    except Exception as e:
        return f"Failed to open {path}. Error: {e}", 500


@app.route("/setup/activate_window", methods=['POST'])
def activate_window():
    data = request.json
    window_name = data.get('window_name', None)
    if not window_name:
        return "window_name required", 400
    strict: bool = data.get("strict", False)  # compare case-sensitively and match the whole string
    by_class_name: bool = data.get("by_class", False)

    os_name = platform.system()

    if os_name == 'Windows':
        import pygetwindow as gw
        if by_class_name:
            return "Get window by class name is not supported on Windows currently.", 500
        windows: List[gw.Window] = gw.getWindowsWithTitle(window_name)

        window: Optional[gw.Window] = None
        if len(windows) == 0:
            return "Window {:} not found (empty results)".format(window_name), 404
        elif strict:
            for wnd in windows:
                if wnd.title == wnd:
                    window = wnd
            if window is None:
                return "Window {:} not found (strict mode).".format(window_name), 404
        else:
            window = windows[0]
        window.activate()

    elif os_name == 'Darwin':
        import pygetwindow as gw
        if by_class_name:
            return "Get window by class name is not supported on macOS currently.", 500
        # Find the VS Code window
        windows = gw.getWindowsWithTitle(window_name)

        window: Optional[gw.Window] = None
        if len(windows) == 0:
            return "Window {:} not found (empty results)".format(window_name), 404
        elif strict:
            for wnd in windows:
                if wnd.title == wnd:
                    window = wnd
            if window is None:
                return "Window {:} not found (strict mode).".format(window_name), 404
        else:
            window = windows[0]

        # Un-minimize the window and then bring it to the front
        window.unminimize()
        window.activate()

    elif os_name == 'Linux':
        # Attempt to activate VS Code window using wmctrl
        subprocess.run(["wmctrl"
                           , "-{:}{:}a".format("x" if by_class_name else ""
                                               , "F" if strict else ""
                                               )
                           , window_name
                        ]
                       )

    else:
        return f"Operating system {os_name} not supported.", 400

    return "Window activated successfully", 200


@app.route("/setup/close_window", methods=["POST"])
def close_window():
    data = request.json
    if "window_name" not in data:
        return "window_name required", 400
    window_name: str = data["window_name"]
    strict: bool = data.get("strict", False)  # compare case-sensitively and match the whole string
    by_class_name: bool = data.get("by_class", False)

    os_name: str = platform.system()
    if os_name == "Windows":
        import pygetwindow as gw

        if by_class_name:
            return "Get window by class name is not supported on Windows currently.", 500
        windows: List[gw.Window] = gw.getWindowsWithTitle(window_name)

        window: Optional[gw.Window] = None
        if len(windows) == 0:
            return "Window {:} not found (empty results)".format(window_name), 404
        elif strict:
            for wnd in windows:
                if wnd.title == wnd:
                    window = wnd
            if window is None:
                return "Window {:} not found (strict mode).".format(window_name), 404
        else:
            window = windows[0]
        window.close()
    elif os_name == "Linux":
        subprocess.run(["wmctrl"
                           , "-{:}{:}c".format("x" if by_class_name else ""
                                               , "F" if strict else ""
                                               )
                           , window_name
                        ]
                       )
    elif os_name == "Darwin":
        import pygetwindow as gw
        return "Currently not supported on macOS.", 500
    else:
        return "Not supported platform {:}".format(os_name), 500

    return "Window closed successfully.", 200


@app.route('/start_recording', methods=['POST'])
def start_recording():
    global recording_process
    if recording_process:
        return jsonify({'status': 'error', 'message': 'Recording is already in progress.'}), 400

    d = display.Display()
    screen_width = d.screen().width_in_pixels
    screen_height = d.screen().height_in_pixels

    start_command = f"ffmpeg -y -f x11grab -draw_mouse 1 -s {screen_width}x{screen_height} -i :0.0 -c:v libx264 -r 30 {recording_path}"

    recording_process = subprocess.Popen(shlex.split(start_command), stdout=subprocess.DEVNULL,
                                         stderr=subprocess.DEVNULL)

    return jsonify({'status': 'success', 'message': 'Started recording.'})


@app.route('/end_recording', methods=['POST'])
def end_recording():
    global recording_process

    if not recording_process:
        return jsonify({'status': 'error', 'message': 'No recording in progress to stop.'}), 400

    recording_process.send_signal(signal.SIGINT)
    recording_process.wait()
    recording_process = None

    # return recording video file
    if os.path.exists(recording_path):
        return send_file(recording_path, as_attachment=True)
    else:
        return abort(404, description="Recording failed")


if __name__ == '__main__':
    app.run(debug=True, host="0.0.0.0")