Files
sci-gui-agent-benchmark/desktop_env/providers/aws/manager.py
Tianbao Xie fffa8f8da6 Refactoring VMware Integration and Implementing AWS Support (#44)
* 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

* hk region; debug

* Fix lock

* Remove print

* Remove key_name requirements when allocating aws vm

* Clean README

---------

Co-authored-by: XinyuanWangCS <xywang626@gmail.com>
2024-06-15 20:52:29 +08:00

180 lines
7.0 KiB
Python

import os
from filelock import FileLock
import boto3
import psutil
import logging
from desktop_env.providers.base import VMManager
logger = logging.getLogger("desktopenv.providers.aws.AWSVMManager")
logger.setLevel(logging.INFO)
REGISTRY_PATH = '.aws_vms'
DEFAULT_REGION = "us-east-1"
# todo: Add doc for the configuration of image, security group and network interface
# todo: public the AMI images
IMAGE_ID_MAP = {
"us-east-1": "ami-0b0531325a0d5d488",
"ap-east-1": "ami-0b92a0bf157fecaa9"
}
INSTANCE_TYPE = "t3.large"
NETWORK_INTERFACE_MAP = {
"us-east-1": [
{
"SubnetId": "subnet-037edfff66c2eb894",
"AssociatePublicIpAddress": True,
"DeviceIndex": 0,
"Groups": [
"sg-0342574803206ee9c"
]
}
],
"ap-east-1": [
{
"SubnetId": "subnet-011060501be0b589c",
"AssociatePublicIpAddress": True,
"DeviceIndex": 0,
"Groups": [
"sg-090470e64df78f6eb"
]
}
]
}
def _allocate_vm(region=DEFAULT_REGION):
run_instances_params = {
"MaxCount": 1,
"MinCount": 1,
"ImageId": IMAGE_ID_MAP[region],
"InstanceType": INSTANCE_TYPE,
"EbsOptimized": True,
"NetworkInterfaces": NETWORK_INTERFACE_MAP[region]
}
ec2_client = boto3.client('ec2', region_name=region)
response = ec2_client.run_instances(**run_instances_params)
instance_id = response['Instances'][0]['InstanceId']
logger.info(f"Waiting for instance {instance_id} to be running...")
ec2_client.get_waiter('instance_running').wait(InstanceIds=[instance_id])
logger.info(f"Waiting for instance {instance_id} status checks to pass...")
ec2_client.get_waiter('instance_status_ok').wait(InstanceIds=[instance_id])
logger.info(f"Instance {instance_id} is ready.")
return instance_id
class AWSVMManager(VMManager):
def __init__(self, registry_path=REGISTRY_PATH):
self.registry_path = registry_path
self.lock = FileLock(".aws_lck", timeout=10)
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, region=DEFAULT_REGION):
with self.lock:
with open(self.registry_path, 'r') as file:
lines = file.readlines()
vm_path_at_vm_region = "{}@{}".format(vm_path, region)
new_lines = lines + [f'{vm_path_at_vm_region}|free\n']
with open(self.registry_path, 'w') as file:
file.writelines(new_lines)
def occupy_vm(self, vm_path, pid, region=DEFAULT_REGION):
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 == "{}@{}".format(vm_path, region):
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 check_and_clean(self):
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_path_at_vm_regions = []
with open(self.registry_path, 'r') as file:
lines = file.readlines()
for line in lines:
vm_path_at_vm_region, pid_str = line.strip().split('|')
vm_path, vm_region = vm_path_at_vm_region.split("@")
ec2_client = boto3.client('ec2', region_name=vm_region)
try:
response = ec2_client.describe_instances(InstanceIds=[vm_path])
if not response['Reservations'] or response['Reservations'][0]['Instances'][0]['State'][
'Name'] in ['terminated', 'shutting-down']:
logger.info(f"VM {vm_path} not found or terminated, releasing it.")
continue
elif response['Reservations'][0]['Instances'][0]['State'][
'Name'] == "Stopped":
logger.info(f"VM {vm_path} stopped, mark it as free")
new_lines.append(f'{vm_path}@{vm_region}|free\n')
continue
except ec2_client.exceptions.ClientError as e:
if 'InvalidInstanceID.NotFound' in str(e):
logger.info(f"VM {vm_path} not found, releasing it.")
continue
vm_path_at_vm_regions.append(vm_path_at_vm_region)
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_at_vm_region}|free\n')
with open(self.registry_path, 'w') as file:
file.writelines(new_lines)
# We won't check and clean on the files on aws and delete the unregistered ones
# Since this can lead to unexpected delete on other server
# PLease do monitor the instances to avoid additional cost
def list_free_vms(self, region=DEFAULT_REGION):
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_at_vm_region, pid_str = line.strip().split('|')
vm_path, vm_region = vm_path_at_vm_region.split("@")
if pid_str == "free" and vm_region == region:
free_vms.append((vm_path, pid_str))
return free_vms
def get_vm_path(self, region=DEFAULT_REGION):
self.check_and_clean()
free_vms_paths = self.list_free_vms(region)
if len(free_vms_paths) == 0:
# No free virtual machine available, generate a new one
logger.info("No free virtual machine available. Generating a new one, which would take a while...☕")
new_vm_path = _allocate_vm(region)
self.add_vm(new_vm_path, region)
self.occupy_vm(new_vm_path, os.getpid(), region)
return new_vm_path
else:
# Choose the first free virtual machine
chosen_vm_path = free_vms_paths[0][0]
self.occupy_vm(chosen_vm_path, os.getpid(), region)
return chosen_vm_path