Files
sci-gui-agent-benchmark/desktop_env/envs/__init__.py

388 lines
16 KiB
Python

import os
import platform
import random
import re
import subprocess
import threading
import uuid
import zipfile
from time import sleep
import shutil
import psutil
import requests
from tqdm import tqdm
__version__ = "0.1.12"
MAX_RETRY_TIMES = 10
UBUNTU_ARM_URL = "https://huggingface.co/datasets/xlangai/ubuntu_arm/resolve/main/Ubuntu.zip"
UBUNTU_X86_URL = "https://huggingface.co/datasets/xlangai/ubuntu_x86/resolve/main/Ubuntu.zip"
DOWNLOADED_FILE_NAME = "Ubuntu.zip"
REGISTRY_PATH = '.vms'
VMS_DIR = "./vm_data"
update_lock = threading.Lock()
class VirtualMachineManager:
def __init__(self, registry_path=REGISTRY_PATH):
self.registry_path = registry_path
self.lock = threading.Lock()
self.initialize_registry()
def initialize_registry(self):
with self.lock: # Locking during initialization
if not os.path.exists(self.registry_path):
with open(self.registry_path, 'w') as file:
file.write('')
def add_vm(self, vm_path):
with self.lock:
with open(self.registry_path, 'r') as file:
lines = file.readlines()
new_lines = lines + [f'{vm_path}|free\n']
with open(self.registry_path, 'w') as file:
file.writelines(new_lines)
def occupy_vm(self, vm_path, pid):
with self.lock:
new_lines = []
with open(self.registry_path, 'r') as file:
lines = file.readlines()
for line in lines:
registered_vm_path, _ = line.strip().split('|')
if registered_vm_path == vm_path:
new_lines.append(f'{registered_vm_path}|{pid}\n')
else:
new_lines.append(line)
with open(self.registry_path, 'w') as file:
file.writelines(new_lines)
def release_vm(self, vm_path):
with self.lock: # Lock when modifying the registry
new_lines = []
with open(self.registry_path, 'r') as file:
lines = file.readlines()
for line in lines:
registered_vm_path, _ = line.strip().split('|')
if registered_vm_path != vm_path:
new_lines.append(line)
else:
new_lines.append(f'{registered_vm_path}|free\n')
with open(self.registry_path, 'w') as file:
file.writelines(new_lines)
def check_and_clean(self, vms_dir):
with self.lock: # Lock when cleaning up the registry and vms_dir
# Check and clean on the running vms, detect the released ones and mark then as 'free'
active_pids = {p.pid for p in psutil.process_iter()}
new_lines = []
vm_paths = []
with open(self.registry_path, 'r') as file:
lines = file.readlines()
for line in lines:
vm_path, pid_str = line.strip().split('|')
vm_paths.append(vm_path)
if pid_str == "free":
new_lines.append(line)
continue
if int(pid_str) in active_pids:
new_lines.append(line)
else:
new_lines.append(f'{vm_path}|free\n')
with open(self.registry_path, 'w') as file:
file.writelines(new_lines)
# Check and clean on the files inside vms_dir, delete the unregistered ones
os.makedirs(vms_dir, exist_ok=True)
vm_names = os.listdir(vms_dir)
for vm_name in vm_names:
# skip the downloaded .zip file
if vm_name == DOWNLOADED_FILE_NAME:
continue
# Skip the .DS_Store file on macOS
if vm_name == ".DS_Store":
continue
flag = True
for vm_path in vm_paths:
if vm_name + ".vmx" in vm_path:
flag = False
if flag:
shutil.rmtree(os.path.join(vms_dir, vm_name))
def list_vms(self):
with self.lock: # Lock when reading the registry
all_vms = []
with open(self.registry_path, 'r') as file:
lines = file.readlines()
for line in lines:
vm_path, pid_str = line.strip().split('|')
all_vms.append((vm_path, pid_str))
return all_vms
def list_free_vms(self):
with self.lock: # Lock when reading the registry
free_vms = []
with open(self.registry_path, 'r') as file:
lines = file.readlines()
for line in lines:
vm_path, pid_str = line.strip().split('|')
if pid_str == "free":
free_vms.append((vm_path, pid_str))
return free_vms
def generate_new_vm_name(self, vms_dir):
registry_idx = 0
while True:
attempted_new_name = f"Ubuntu{registry_idx}"
if os.path.exists(
os.path.join(vms_dir, attempted_new_name, attempted_new_name, attempted_new_name + ".vmx")):
registry_idx += 1
else:
return attempted_new_name
def _update_vm(vmx_path, target_vm_name):
"""Update the VMX file with the new VM name and other parameters, so that the VM can be started successfully without conflict with the original VM."""
with update_lock:
dir_path, vmx_file = os.path.split(vmx_path)
def _generate_mac_address():
# VMware MAC address range starts with 00:0c:29
mac = [0x00, 0x0c, 0x29,
random.randint(0x00, 0x7f),
random.randint(0x00, 0xff),
random.randint(0x00, 0xff)]
return ':'.join(map(lambda x: "%02x" % x, mac))
# Backup the original file
with open(vmx_path, 'r') as file:
original_content = file.read()
# Generate new values
new_uuid_bios = str(uuid.uuid4())
new_uuid_location = str(uuid.uuid4())
new_mac_address = _generate_mac_address()
new_vmci_id = str(random.randint(-2147483648, 2147483647)) # Random 32-bit integer
# Update the content
updated_content = re.sub(r'displayName = ".*?"', f'displayName = "{target_vm_name}"', original_content)
updated_content = re.sub(r'uuid.bios = ".*?"', f'uuid.bios = "{new_uuid_bios}"', updated_content)
updated_content = re.sub(r'uuid.location = ".*?"', f'uuid.location = "{new_uuid_location}"', updated_content)
updated_content = re.sub(r'ethernet0.generatedAddress = ".*?"',
f'ethernet0.generatedAddress = "{new_mac_address}"',
updated_content)
updated_content = re.sub(r'vmci0.id = ".*?"', f'vmci0.id = "{new_vmci_id}"', updated_content)
# Write the updated content back to the file
with open(vmx_path, 'w') as file:
file.write(updated_content)
print(".vmx file updated successfully.")
vmx_file_base_name = os.path.splitext(vmx_file)[0]
assert vmx_file == "Ubuntu.vmx", "The VMX file should be named 'Ubuntu.vmx'."
files_to_rename = ['vmx', 'nvram', 'vmsd', 'vmxf']
for ext in files_to_rename:
original_file = os.path.join(dir_path, f"{vmx_file_base_name}.{ext}")
target_file = os.path.join(dir_path, f"{target_vm_name}.{ext}")
os.rename(original_file, target_file)
# Update the dir_path to the target vm_name, only replace the last character
# Split the path into parts up to the last folder
path_parts = dir_path.rstrip(os.sep).split(os.sep)
path_parts[-1] = target_vm_name
target_dir_path = os.sep.join(path_parts)
os.rename(dir_path, target_dir_path)
print("VM files renamed successfully.")
def _install_virtual_machine(vm_name, vms_dir, downloaded_file_name, original_vm_name="Ubuntu"):
os.makedirs(vms_dir, exist_ok=True)
def __download_and_unzip_vm():
# Determine the platform and CPU architecture to decide the correct VM image to download
if platform.system() == 'Darwin': # macOS
# if os.uname().machine == 'arm64': # Apple Silicon
url = UBUNTU_ARM_URL
# else:
# url = UBUNTU_X86_URL
elif platform.machine().lower() in ['amd64', 'x86_64']:
url = UBUNTU_X86_URL
else:
raise Exception("Unsupported platform or architecture")
# Download the virtual machine image
print("Downloading the virtual machine image...")
downloaded_size = 0
while True:
downloaded_file_path = os.path.join(vms_dir, downloaded_file_name)
headers = {}
if os.path.exists(downloaded_file_path):
downloaded_size = os.path.getsize(downloaded_file_path)
headers["Range"] = f"bytes={downloaded_size}-"
with requests.get(url, headers=headers, stream=True) as response:
if response.status_code == 416:
# This means the range was not satisfiable, possibly the file was fully downloaded
print("Fully downloaded or the file sized changed.")
break
response.raise_for_status()
total_size = int(response.headers.get('content-length', 0))
with open(downloaded_file_path, "ab") as file, tqdm(
desc="Progress",
total=total_size,
unit='iB',
unit_scale=True,
unit_divisor=1024,
initial=downloaded_size,
ascii=True
) as progress_bar:
try:
for data in response.iter_content(chunk_size=1024):
size = file.write(data)
progress_bar.update(size)
except (requests.exceptions.RequestException, IOError) as e:
print(f"Download error: {e}")
sleep(1) # Wait for 1 second before retrying
print("Retrying...")
else:
print("Download succeeds.")
break # Download completed successfully
# Unzip the downloaded file
print("Unzipping the downloaded file...☕️")
with zipfile.ZipFile(downloaded_file_path, 'r') as zip_ref:
zip_ref.extractall(os.path.join(vms_dir, vm_name))
print("Files have been successfully extracted to the directory:", os.path.join(vms_dir, vm_name))
vm_path = os.path.join(vms_dir, vm_name, vm_name, vm_name + ".vmx")
# Execute the function to download and unzip the VM, and update the vm metadata
if not os.path.exists(vm_path):
__download_and_unzip_vm()
_update_vm(os.path.join(vms_dir, vm_name, original_vm_name, original_vm_name + ".vmx"), vm_name)
else:
print(f"Virtual machine exists: {vm_path}")
# Determine the platform of the host machine and decide the parameter for vmrun
def get_vmrun_type():
if platform.system() == 'Windows' or platform.system() == 'Linux':
return '-T ws'
elif platform.system() == 'Darwin': # Darwin is the system name for macOS
return '-T fusion'
else:
raise Exception("Unsupported operating system")
# Start the virtual machine
def start_vm(vm_path, max_retries=20):
command = f'vmrun {get_vmrun_type()} start "{vm_path}" nogui'
for attempt in range(max_retries):
result = subprocess.run(command, shell=True, text=True, capture_output=True)
if result.returncode == 0:
print("Virtual machine started.")
return True
else:
if "Error" in result.stderr:
print(f"Attempt {attempt + 1} failed with specific error: {result.stderr}")
else:
print(f"Attempt {attempt + 1} failed: {result.stderr}")
if attempt == max_retries - 1:
print("Maximum retry attempts reached, failed to start the virtual machine.")
return False
if not start_vm(vm_path):
raise ValueError("Error encountered during installation, please rerun the code for retrying.")
def get_vm_ip(vm_path, max_retries=20):
command = f'vmrun {get_vmrun_type()} getGuestIPAddress "{vm_path}" -wait'
for attempt in range(max_retries):
result = subprocess.run(command, shell=True, text=True, capture_output=True)
if result.returncode == 0:
return result.stdout.strip()
else:
if "Error" in result.stderr:
print(f"Attempt {attempt + 1} failed with specific error: {result.stderr}")
else:
print(f"Attempt {attempt + 1} failed: {result.stderr}")
if attempt == max_retries - 1:
print("Maximum retry attempts reached, failed to get the IP of virtual machine.")
return None
vm_ip = get_vm_ip(vm_path)
if not vm_ip:
raise ValueError("Error encountered during installation, please rerun the code for retrying.")
# Function used to check whether the virtual machine is ready
def download_screenshot(ip):
url = f"http://{ip}:5000/screenshot"
try:
# max trey times 1, max timeout 1
response = requests.get(url, timeout=(10, 10))
if response.status_code == 200:
return True
except Exception as e:
print(f"Error: {e}")
print(f"Type: {type(e).__name__}")
print(f"Error detail: {str(e)}")
sleep(2)
return False
# Try downloading the screenshot until successful
while not download_screenshot(vm_ip):
print("Check whether the virtual machine is ready...")
print("Virtual machine is ready. Start to make a snapshot on the virtual machine. It would take a while...")
def create_vm_snapshot(vm_path, max_retries=20):
command = f'vmrun {get_vmrun_type()} snapshot "{vm_path}" "init_state"'
for attempt in range(max_retries):
result = subprocess.run(command, shell=True, text=True, capture_output=True)
if result.returncode == 0:
print("Snapshot created.")
return True
else:
if "Error" in result.stderr:
print(f"Attempt {attempt + 1} failed with specific error: {result.stderr}")
else:
print(f"Attempt {attempt + 1} failed: {result.stderr}")
if attempt == max_retries - 1:
print("Maximum retry attempts reached, failed to create snapshot.")
return False
# Create a snapshot of the virtual machine
if create_vm_snapshot(vm_path, max_retries=MAX_RETRY_TIMES):
return vm_path
else:
raise ValueError("Error encountered during installation, please rerun the code for retrying.")
def _get_vm_path():
vm_manager = VirtualMachineManager(REGISTRY_PATH)
vm_manager.check_and_clean(vms_dir=VMS_DIR)
free_vms_paths = vm_manager.list_free_vms()
if len(free_vms_paths) == 0:
# No free virtual machine available, generate a new one
print("No free virtual machine available. Generating a new one, which would take a while...☕")
new_vm_name = vm_manager.generate_new_vm_name(vms_dir=VMS_DIR)
new_vm_path = _install_virtual_machine(new_vm_name, vms_dir=VMS_DIR, downloaded_file_name=DOWNLOADED_FILE_NAME)
vm_manager.add_vm(new_vm_path)
vm_manager.occupy_vm(new_vm_path, os.getpid())
return new_vm_path
else:
# Choose the first free virtual machine
chosen_vm_path = free_vms_paths[0][0]
vm_manager.occupy_vm(chosen_vm_path, os.getpid())
return chosen_vm_path