Files
sci-gui-agent-benchmark/desktop_env/providers/vmware/manager.py
HappySix df70b11cf6 Fix thread lock in AWS, VirtualBox, and VMware (#49)
* Initailize aws support

* Add README for the VM server

* Refactor OSWorld for supporting more cloud services.

* Initialize vmware and aws implementation v1, waiting for verification

* Initlize files for azure, gcp and virtualbox support

* Debug on the VMware provider

* Fix on aws interface mapping

* Fix instance type

* Refactor

* Clean

* Add Azure provider

* hk region; debug

* Fix lock

* Remove print

* Remove key_name requirements when allocating aws vm

* Clean README

* Fix reset

* Fix bugs

* Add VirtualBox and Azure providers

* Add VirtualBox OVF link

* Raise exception on macOS host

* Init RAEDME for VBox

* Update VirtualBox VM download link

* Update requirements and setup.py; Improve robustness on Windows

* Fix network adapter

* Go through on Windows machine

* Add default adapter option

* Fix minor error

* Change resolution before creating snapshot

* Fix small error

* Change default provider option

* Fix thread lock

* Refactor for more smooth VMware support

---------

Co-authored-by: Timothyxxx <384084775@qq.com>
Co-authored-by: XinyuanWangCS <xywang626@gmail.com>
Co-authored-by: Tianbao Xie <47296835+Timothyxxx@users.noreply.github.com>
2024-06-20 23:54:50 +08:00

432 lines
18 KiB
Python

import os
import platform
import random
import re
import threading
from filelock import FileLock
import uuid
import zipfile
from time import sleep
import shutil
import psutil
import subprocess
import requests
from tqdm import tqdm
import logging
from desktop_env.providers.base import VMManager
logger = logging.getLogger("desktopenv.providers.vmware.VMwareVMManager")
logger.setLevel(logging.INFO)
MAX_RETRY_TIMES = 10
RETRY_INTERVAL = 5
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 = '.vmware_vms'
LOCK_FILE_NAME = '.vmware_lck'
VMS_DIR = "./vmware_vm_data"
update_lock = threading.Lock()
if platform.system() == 'Windows':
vboxmanage_path = r"C:\Program Files (x86)\VMware\VMware Workstation"
os.environ["PATH"] += os.pathsep + vboxmanage_path
def generate_new_vm_name(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)
logger.info(".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)
logger.info("VM files renamed successfully.")
def _install_vm(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
logger.info("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
logger.info("Fully downloaded or the file size 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:
logger.error(f"Download error: {e}")
sleep(RETRY_INTERVAL)
logger.error("Retrying...")
else:
logger.info("Download succeeds.")
break # Download completed successfully
# Unzip the downloaded file
logger.info("Unzipping the downloaded file...☕️")
with zipfile.ZipFile(downloaded_file_path, 'r') as zip_ref:
zip_ref.extractall(os.path.join(vms_dir, vm_name))
logger.info("Files have been successfully extracted to the directory: " + str(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:
logger.info(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, encoding="utf-8")
if result.returncode == 0:
logger.info("Virtual machine started.")
return True
else:
if "Error" in result.stderr:
logger.error(f"Attempt {attempt + 1} failed with specific error: {result.stderr}")
else:
logger.error(f"Attempt {attempt + 1} failed: {result.stderr}")
if attempt == max_retries - 1:
logger.error("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, encoding="utf-8")
if result.returncode == 0:
return result.stdout.strip()
else:
if "Error" in result.stderr:
logger.error(f"Attempt {attempt + 1} failed with specific error: {result.stderr}")
else:
logger.error(f"Attempt {attempt + 1} failed: {result.stderr}")
if attempt == max_retries - 1:
logger.error("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:
logger.error(f"Error: {e}")
logger.error(f"Type: {type(e).__name__}")
logger.error(f"Error detail: {str(e)}")
sleep(RETRY_INTERVAL)
return False
# Try downloading the screenshot until successful
while not download_screenshot(vm_ip):
logger.info("Check whether the virtual machine is ready...")
logger.info("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, encoding="utf-8")
if result.returncode == 0:
logger.info("Snapshot created.")
return True
else:
if "Error" in result.stderr:
logger.error(f"Attempt {attempt + 1} failed with specific error: {result.stderr}")
else:
logger.error(f"Attempt {attempt + 1} failed: {result.stderr}")
if attempt == max_retries - 1:
logger.error("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.")
class VMwareVMManager(VMManager):
def __init__(self, registry_path=REGISTRY_PATH):
self.registry_path = registry_path
self.lock = FileLock(LOCK_FILE_NAME, timeout=60)
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, lock_needed=True):
if lock_needed:
with self.lock:
self._add_vm(vm_path)
else:
self._add_vm(vm_path)
def _add_vm(self, vm_path, region=None):
assert region in [None, 'local'], "For VMware provider, the region should be neither None or 'local'."
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, lock_needed=True):
if lock_needed:
with self.lock:
self._occupy_vm(vm_path, pid)
else:
self._occupy_vm(vm_path, pid)
def _occupy_vm(self, vm_path, pid, region=None):
assert region in [None, 'local'], "For VMware provider, the region should be neither None or 'local'."
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 delete_vm(self, vm_path, lock_needed=True):
if lock_needed:
with self.lock:
self._delete_vm(vm_path)
else:
self._delete_vm(vm_path)
def _delete_vm(self, vm_path):
raise NotImplementedError
def check_and_clean(self, vms_dir, lock_needed=True):
if lock_needed:
with self.lock:
self._check_and_clean(vms_dir)
else:
self._check_and_clean(vms_dir)
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('|')
if not os.path.exists(vm_path):
logger.info(f"VM {vm_path} not found, releasing it.")
new_lines.append(f'{vm_path}|free\n')
continue
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_free_vms(self, lock_needed=True):
if lock_needed:
with self.lock:
return self._list_free_vms()
else:
return self._list_free_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 get_vm_path(self, region=None):
with self.lock:
if not VMwareVMManager.checked_and_cleaned:
VMwareVMManager.checked_and_cleaned = True
self._check_and_clean(vms_dir=VMS_DIR)
allocation_needed = False
with self.lock:
free_vms_paths = self._list_free_vms()
if len(free_vms_paths) == 0:
# No free virtual machine available, generate a new one
allocation_needed = True
else:
# Choose the first free virtual machine
chosen_vm_path = free_vms_paths[0][0]
self._occupy_vm(chosen_vm_path, os.getpid())
return chosen_vm_path
if allocation_needed:
logger.info("No free virtual machine available. Generating a new one, which would take a while...☕")
new_vm_name = generate_new_vm_name(vms_dir=VMS_DIR)
new_vm_path = _install_vm(new_vm_name, vms_dir=VMS_DIR,
downloaded_file_name=DOWNLOADED_FILE_NAME)
with self.lock:
self._add_vm(new_vm_path)
self._occupy_vm(new_vm_path, os.getpid())
return new_vm_path