OSWorld/desktop_env/controllers/python.py

578 lines
25 KiB
Python

import json
import logging
import random
from typing import Any, Dict, Optional
import time
import traceback
import requests
from desktop_env.actions import KEYBOARD_KEYS
logger = logging.getLogger("desktopenv.pycontroller")
class PythonController:
def __init__(self, vm_ip: str,
server_port: int,
pkgs_prefix: str = "import pyautogui; import time; pyautogui.FAILSAFE = False; {command}"):
self.vm_ip = vm_ip
self.http_server = f"http://{vm_ip}:{server_port}"
self.pkgs_prefix = pkgs_prefix # fixme: this is a hacky way to execute python commands. fix it and combine it with installation of packages
self.retry_times = 3
self.retry_interval = 5
@staticmethod
def _is_valid_image_response(content_type: str, data: Optional[bytes]) -> bool:
"""Quick validation for PNG/JPEG payload using magic bytes; Content-Type is advisory.
Returns True only when bytes look like a real PNG or JPEG.
"""
if not isinstance(data, (bytes, bytearray)) or not data:
return False
# PNG magic
if len(data) >= 8 and data[:8] == b"\x89PNG\r\n\x1a\n":
return True
# JPEG magic
if len(data) >= 3 and data[:3] == b"\xff\xd8\xff":
return True
# If server explicitly marks as image, accept as a weak fallback (some environments strip magic)
if content_type and ("image/png" in content_type or "image/jpeg" in content_type or "image/jpg" in content_type):
return True
return False
def get_screenshot(self) -> Optional[bytes]:
"""
Gets a screenshot from the server. With the cursor. None -> no screenshot or unexpected error.
"""
for attempt_idx in range(self.retry_times):
try:
response = requests.get(self.http_server + "/screenshot", timeout=10)
if response.status_code == 200:
content_type = response.headers.get("Content-Type", "")
content = response.content
if self._is_valid_image_response(content_type, content):
logger.info("Got screenshot successfully")
return content
else:
logger.error("Invalid screenshot payload (attempt %d/%d).", attempt_idx + 1, self.retry_times)
logger.info("Retrying to get screenshot.")
else:
logger.error("Failed to get screenshot. Status code: %d", response.status_code)
logger.info("Retrying to get screenshot.")
except Exception as e:
logger.error("An error occurred while trying to get the screenshot: %s", e)
logger.info("Retrying to get screenshot.")
time.sleep(self.retry_interval)
logger.error("Failed to get screenshot.")
return None
def get_accessibility_tree(self) -> Optional[str]:
"""
Gets the accessibility tree from the server. None -> no accessibility tree or unexpected error.
"""
for _ in range(self.retry_times):
try:
response: requests.Response = requests.get(self.http_server + "/accessibility")
if response.status_code == 200:
logger.info("Got accessibility tree successfully")
return response.json()["AT"]
else:
logger.error("Failed to get accessibility tree. Status code: %d", response.status_code)
logger.info("Retrying to get accessibility tree.")
except Exception as e:
logger.error("An error occurred while trying to get the accessibility tree: %s", e)
logger.info("Retrying to get accessibility tree.")
time.sleep(self.retry_interval)
logger.error("Failed to get accessibility tree.")
return None
def get_terminal_output(self) -> Optional[str]:
"""
Gets the terminal output from the server. None -> no terminal output or unexpected error.
"""
for _ in range(self.retry_times):
try:
response = requests.get(self.http_server + "/terminal")
if response.status_code == 200:
logger.info("Got terminal output successfully")
return response.json()["output"]
else:
logger.error("Failed to get terminal output. Status code: %d", response.status_code)
logger.info("Retrying to get terminal output.")
except Exception as e:
logger.error("An error occurred while trying to get the terminal output: %s", e)
logger.info("Retrying to get terminal output.")
time.sleep(self.retry_interval)
logger.error("Failed to get terminal output.")
return None
def get_file(self, file_path: str) -> Optional[bytes]:
"""
Gets a file from the server.
"""
for _ in range(self.retry_times):
try:
response = requests.post(self.http_server + "/file", data={"file_path": file_path})
if response.status_code == 200:
logger.info("File downloaded successfully")
return response.content
else:
logger.error("Failed to get file. Status code: %d", response.status_code)
logger.info("Retrying to get file.")
except Exception as e:
logger.error("An error occurred while trying to get the file: %s", e)
logger.info("Retrying to get file.")
time.sleep(self.retry_interval)
logger.error("Failed to get file.")
return None
def execute_python_command(self, command: str) -> None:
"""
Executes a python command on the server.
It can be used to execute the pyautogui commands, or... any other python command. who knows?
"""
# command_list = ["python", "-c", self.pkgs_prefix.format(command=command)]
command_list = ["python", "-c", self.pkgs_prefix.format(command=command)]
payload = json.dumps({"command": command_list, "shell": False})
for _ in range(self.retry_times):
try:
response = requests.post(self.http_server + "/execute", headers={'Content-Type': 'application/json'},
data=payload, timeout=90)
if response.status_code == 200:
logger.info("Command executed successfully: %s", response.text)
return response.json()
else:
logger.error("Failed to execute command. Status code: %d", response.status_code)
logger.info("Retrying to execute command.")
except requests.exceptions.ReadTimeout:
break
except Exception as e:
logger.error("An error occurred while trying to execute the command: %s", e)
logger.info("Retrying to execute command.")
time.sleep(self.retry_interval)
logger.error("Failed to execute command.")
return None
def run_python_script(self, script: str) -> Optional[Dict[str, Any]]:
"""
Executes a python script on the server.
"""
payload = json.dumps({"code": script})
for _ in range(self.retry_times):
try:
response = requests.post(self.http_server + "/run_python", headers={'Content-Type': 'application/json'},
data=payload, timeout=90)
if response.status_code == 200:
return response.json()
else:
return {"status": "error", "message": "Failed to execute command.", "output": None, "error": response.json()["error"]}
except requests.exceptions.ReadTimeout:
break
except Exception:
logger.error("An error occurred while trying to execute the command: %s", traceback.format_exc())
logger.info("Retrying to execute command.")
time.sleep(self.retry_interval)
logger.error("Failed to execute command.")
return {"status": "error", "message": "Failed to execute command.", "output": "", "error": "Retry limit reached."}
def run_bash_script(self, script: str, timeout: int = 30, working_dir: Optional[str] = None) -> Optional[Dict[str, Any]]:
"""
Executes a bash script on the server.
:param script: The bash script content (can be multi-line)
:param timeout: Execution timeout in seconds (default: 30)
:param working_dir: Working directory for script execution (optional)
:return: Dictionary with status, output, error, and returncode, or None if failed
"""
payload = json.dumps({
"script": script,
"timeout": timeout,
"working_dir": working_dir
})
for _ in range(self.retry_times):
try:
response = requests.post(
self.http_server + "/run_bash_script",
headers={'Content-Type': 'application/json'},
data=payload,
timeout=timeout + 100 # Add buffer to HTTP timeout
)
if response.status_code == 200:
result = response.json()
logger.info("Bash script executed successfully with return code: %d", result.get("returncode", -1))
return result
else:
logger.error("Failed to execute bash script. Status code: %d, response: %s",
response.status_code, response.text)
logger.info("Retrying to execute bash script.")
except requests.exceptions.ReadTimeout:
logger.error("Bash script execution timed out")
return {
"status": "error",
"output": "",
"error": f"Script execution timed out after {timeout} seconds",
"returncode": -1
}
except Exception as e:
logger.error("An error occurred while trying to execute the bash script: %s", e)
logger.info("Retrying to execute bash script.")
time.sleep(self.retry_interval)
logger.error("Failed to execute bash script after %d retries.", self.retry_times)
return {
"status": "error",
"output": "",
"error": f"Failed to execute bash script after {self.retry_times} retries",
"returncode": -1
}
def execute_action(self, action):
"""
Executes an action on the server computer.
"""
# Handle string actions
if action in ['WAIT', 'FAIL', 'DONE']:
return
# Handle dictionary actions
if type(action) == dict and action.get('action_type') in ['WAIT', 'FAIL', 'DONE']:
return
action_type = action["action_type"]
parameters = action["parameters"] if "parameters" in action else {param: action[param] for param in action if param != 'action_type'}
move_mode = random.choice(
["pyautogui.easeInQuad", "pyautogui.easeOutQuad", "pyautogui.easeInOutQuad", "pyautogui.easeInBounce",
"pyautogui.easeInElastic"])
duration = random.uniform(0.5, 1)
if action_type == "MOVE_TO":
if parameters == {} or None:
self.execute_python_command("pyautogui.moveTo()")
elif "x" in parameters and "y" in parameters:
x = parameters["x"]
y = parameters["y"]
self.execute_python_command(f"pyautogui.moveTo({x}, {y}, {duration}, {move_mode})")
else:
raise Exception(f"Unknown parameters: {parameters}")
elif action_type == "CLICK":
if parameters == {} or None:
self.execute_python_command("pyautogui.click()")
elif "button" in parameters and "x" in parameters and "y" in parameters:
button = parameters["button"]
x = parameters["x"]
y = parameters["y"]
if "num_clicks" in parameters:
num_clicks = parameters["num_clicks"]
self.execute_python_command(
f"pyautogui.click(button='{button}', x={x}, y={y}, clicks={num_clicks})")
else:
self.execute_python_command(f"pyautogui.click(button='{button}', x={x}, y={y})")
elif "button" in parameters and "x" not in parameters and "y" not in parameters:
button = parameters["button"]
if "num_clicks" in parameters:
num_clicks = parameters["num_clicks"]
self.execute_python_command(f"pyautogui.click(button='{button}', clicks={num_clicks})")
else:
self.execute_python_command(f"pyautogui.click(button='{button}')")
elif "button" not in parameters and "x" in parameters and "y" in parameters:
x = parameters["x"]
y = parameters["y"]
if "num_clicks" in parameters:
num_clicks = parameters["num_clicks"]
self.execute_python_command(f"pyautogui.click(x={x}, y={y}, clicks={num_clicks})")
else:
self.execute_python_command(f"pyautogui.click(x={x}, y={y})")
else:
raise Exception(f"Unknown parameters: {parameters}")
elif action_type == "MOUSE_DOWN":
if parameters == {} or None:
self.execute_python_command("pyautogui.mouseDown()")
elif "button" in parameters:
button = parameters["button"]
self.execute_python_command(f"pyautogui.mouseDown(button='{button}')")
else:
raise Exception(f"Unknown parameters: {parameters}")
elif action_type == "MOUSE_UP":
if parameters == {} or None:
self.execute_python_command("pyautogui.mouseUp()")
elif "button" in parameters:
button = parameters["button"]
self.execute_python_command(f"pyautogui.mouseUp(button='{button}')")
else:
raise Exception(f"Unknown parameters: {parameters}")
elif action_type == "RIGHT_CLICK":
if parameters == {} or None:
self.execute_python_command("pyautogui.rightClick()")
elif "x" in parameters and "y" in parameters:
x = parameters["x"]
y = parameters["y"]
self.execute_python_command(f"pyautogui.rightClick(x={x}, y={y})")
else:
raise Exception(f"Unknown parameters: {parameters}")
elif action_type == "DOUBLE_CLICK":
if parameters == {} or None:
self.execute_python_command("pyautogui.doubleClick()")
elif "x" in parameters and "y" in parameters:
x = parameters["x"]
y = parameters["y"]
self.execute_python_command(f"pyautogui.doubleClick(x={x}, y={y})")
else:
raise Exception(f"Unknown parameters: {parameters}")
elif action_type == "DRAG_TO":
if "x" in parameters and "y" in parameters:
x = parameters["x"]
y = parameters["y"]
self.execute_python_command(
f"pyautogui.dragTo({x}, {y}, duration=1.0, button='left', mouseDownUp=True)")
elif action_type == "SCROLL":
# todo: check if it is related to the operating system, as https://github.com/TheDuckAI/DuckTrack/blob/main/ducktrack/playback.py pointed out
if "dx" in parameters and "dy" in parameters:
dx = parameters["dx"]
dy = parameters["dy"]
self.execute_python_command(f"pyautogui.hscroll({dx})")
self.execute_python_command(f"pyautogui.vscroll({dy})")
elif "dx" in parameters and "dy" not in parameters:
dx = parameters["dx"]
self.execute_python_command(f"pyautogui.hscroll({dx})")
elif "dx" not in parameters and "dy" in parameters:
dy = parameters["dy"]
self.execute_python_command(f"pyautogui.vscroll({dy})")
else:
raise Exception(f"Unknown parameters: {parameters}")
elif action_type == "TYPING":
if "text" not in parameters:
raise Exception(f"Unknown parameters: {parameters}")
# deal with special ' and \ characters
# text = parameters["text"].replace("\\", "\\\\").replace("'", "\\'")
# self.execute_python_command(f"pyautogui.typewrite('{text}')")
text = parameters["text"]
self.execute_python_command("pyautogui.typewrite({:})".format(repr(text)))
elif action_type == "PRESS":
if "key" not in parameters:
raise Exception(f"Unknown parameters: {parameters}")
key = parameters["key"]
if key.lower() not in KEYBOARD_KEYS:
raise Exception(f"Key must be one of {KEYBOARD_KEYS}")
self.execute_python_command(f"pyautogui.press('{key}')")
elif action_type == "KEY_DOWN":
if "key" not in parameters:
raise Exception(f"Unknown parameters: {parameters}")
key = parameters["key"]
if key.lower() not in KEYBOARD_KEYS:
raise Exception(f"Key must be one of {KEYBOARD_KEYS}")
self.execute_python_command(f"pyautogui.keyDown('{key}')")
elif action_type == "KEY_UP":
if "key" not in parameters:
raise Exception(f"Unknown parameters: {parameters}")
key = parameters["key"]
if key.lower() not in KEYBOARD_KEYS:
raise Exception(f"Key must be one of {KEYBOARD_KEYS}")
self.execute_python_command(f"pyautogui.keyUp('{key}')")
elif action_type == "HOTKEY":
if "keys" not in parameters:
raise Exception(f"Unknown parameters: {parameters}")
keys = parameters["keys"]
if not isinstance(keys, list):
raise Exception("Keys must be a list of keys")
for key in keys:
if key.lower() not in KEYBOARD_KEYS:
raise Exception(f"Key must be one of {KEYBOARD_KEYS}")
keys_para_rep = "', '".join(keys)
self.execute_python_command(f"pyautogui.hotkey('{keys_para_rep}')")
elif action_type in ['WAIT', 'FAIL', 'DONE']:
pass
else:
raise Exception(f"Unknown action type: {action_type}")
# Record video
def start_recording(self):
"""
Starts recording the screen.
"""
for _ in range(self.retry_times):
try:
response = requests.post(self.http_server + "/start_recording")
if response.status_code == 200:
logger.info("Recording started successfully")
return
else:
logger.error("Failed to start recording. Status code: %d", response.status_code)
logger.info("Retrying to start recording.")
except Exception as e:
logger.error("An error occurred while trying to start recording: %s", e)
logger.info("Retrying to start recording.")
time.sleep(self.retry_interval)
logger.error("Failed to start recording.")
def end_recording(self, dest: str):
"""
Ends recording the screen.
"""
for _ in range(self.retry_times):
try:
response = requests.post(self.http_server + "/end_recording")
if response.status_code == 200:
logger.info("Recording stopped successfully")
with open(dest, 'wb') as f:
for chunk in response.iter_content(chunk_size=8192):
if chunk:
f.write(chunk)
return
else:
logger.error("Failed to stop recording. Status code: %d", response.status_code)
logger.info("Retrying to stop recording.")
except Exception as e:
logger.error("An error occurred while trying to stop recording: %s", e)
logger.info("Retrying to stop recording.")
time.sleep(self.retry_interval)
logger.error("Failed to stop recording.")
# Additional info
def get_vm_platform(self):
"""
Gets the size of the vm screen.
"""
return self.execute_python_command("import platform; print(platform.system())")['output'].strip()
def get_vm_screen_size(self):
"""
Gets the size of the vm screen.
"""
for _ in range(self.retry_times):
try:
response = requests.post(self.http_server + "/screen_size")
if response.status_code == 200:
logger.info("Got screen size successfully")
return response.json()
else:
logger.error("Failed to get screen size. Status code: %d", response.status_code)
logger.info("Retrying to get screen size.")
except Exception as e:
logger.error("An error occurred while trying to get the screen size: %s", e)
logger.info("Retrying to get screen size.")
time.sleep(self.retry_interval)
logger.error("Failed to get screen size.")
return None
def get_vm_window_size(self, app_class_name: str):
"""
Gets the size of the vm app window.
"""
for _ in range(self.retry_times):
try:
response = requests.post(self.http_server + "/window_size", data={"app_class_name": app_class_name})
if response.status_code == 200:
logger.info("Got window size successfully")
return response.json()
else:
logger.error("Failed to get window size. Status code: %d", response.status_code)
logger.info("Retrying to get window size.")
except Exception as e:
logger.error("An error occurred while trying to get the window size: %s", e)
logger.info("Retrying to get window size.")
time.sleep(self.retry_interval)
logger.error("Failed to get window size.")
return None
def get_vm_wallpaper(self):
"""
Gets the wallpaper of the vm.
"""
for _ in range(self.retry_times):
try:
response = requests.post(self.http_server + "/wallpaper")
if response.status_code == 200:
logger.info("Got wallpaper successfully")
return response.content
else:
logger.error("Failed to get wallpaper. Status code: %d", response.status_code)
logger.info("Retrying to get wallpaper.")
except Exception as e:
logger.error("An error occurred while trying to get the wallpaper: %s", e)
logger.info("Retrying to get wallpaper.")
time.sleep(self.retry_interval)
logger.error("Failed to get wallpaper.")
return None
def get_vm_desktop_path(self) -> Optional[str]:
"""
Gets the desktop path of the vm.
"""
for _ in range(self.retry_times):
try:
response = requests.post(self.http_server + "/desktop_path")
if response.status_code == 200:
logger.info("Got desktop path successfully")
return response.json()["desktop_path"]
else:
logger.error("Failed to get desktop path. Status code: %d", response.status_code)
logger.info("Retrying to get desktop path.")
except Exception as e:
logger.error("An error occurred while trying to get the desktop path: %s", e)
logger.info("Retrying to get desktop path.")
time.sleep(self.retry_interval)
logger.error("Failed to get desktop path.")
return None
def get_vm_directory_tree(self, path) -> Optional[Dict[str, Any]]:
"""
Gets the directory tree of the vm.
"""
payload = json.dumps({"path": path})
for _ in range(self.retry_times):
try:
response = requests.post(self.http_server + "/list_directory", headers={'Content-Type': 'application/json'}, data=payload)
if response.status_code == 200:
logger.info("Got directory tree successfully")
return response.json()["directory_tree"]
else:
logger.error("Failed to get directory tree. Status code: %d", response.status_code)
logger.info("Retrying to get directory tree.")
except Exception as e:
logger.error("An error occurred while trying to get directory tree: %s", e)
logger.info("Retrying to get directory tree.")
time.sleep(self.retry_interval)
logger.error("Failed to get directory tree.")
return None