Merge branch 'feat/aws-provider-support' of https://github.com/xlang-ai/OSWorld into feat/aws-provider-support

desktop_env/desktop_env.py

@@ -54,13 +54,17 @@ class DesktopEnv(gym.Env):
         """
         # Initialize VM manager and vitualization provider
         self.region = region
+        self.provider_name = provider_name
 
         # Default TODO:
         self.server_port = 5000
         self.chromium_port = 9222
         self.vnc_port = 8006
         self.vlc_port = 8080
-        self.manager, self.provider = create_vm_manager_and_provider(provider_name, region)
+        
+        # Initialize with default (no proxy) provider
+        self.current_use_proxy = False
+        self.manager, self.provider = create_vm_manager_and_provider(provider_name, region, use_proxy=False)
 
         self.os_type = os_type
 
@@ -149,6 +153,32 @@ class DesktopEnv(gym.Env):
         self._step_no = 0
         self.action_history.clear()
 
+        # Check and handle proxy requirement changes BEFORE starting emulator
+        if task_config is not None:
+            task_use_proxy = task_config.get("proxy", False)
+            if task_use_proxy != self.current_use_proxy:
+                logger.info(f"Task proxy requirement changed: {self.current_use_proxy} -> {task_use_proxy}")
+                
+                # Close current provider if it exists
+                if hasattr(self, 'provider') and self.provider:
+                    try:
+                        self.provider.stop_emulator(self.path_to_vm)
+                    except Exception as e:
+                        logger.warning(f"Failed to stop current provider: {e}")
+                
+                # Create new provider with appropriate proxy setting
+                self.current_use_proxy = task_use_proxy
+                self.manager, self.provider = create_vm_manager_and_provider(
+                    self.provider_name, 
+                    self.region, 
+                    use_proxy=task_use_proxy
+                )
+                
+                if task_use_proxy:
+                    logger.info("Using proxy-enabled AWS provider.")
+                else:
+                    logger.info("Using regular AWS provider.")
+
         logger.info("Reverting to snapshot to {}...".format(self.snapshot_name))
         self._revert_to_snapshot()
         logger.info("Starting emulator...")
@@ -184,12 +214,17 @@ class DesktopEnv(gym.Env):
         return self.controller.get_vm_screen_size()
 
     def _set_task_info(self, task_config: Dict[str, Any]):
+        """Set task info (proxy logic is handled in reset method)"""
         self.task_id: str = task_config["id"]
         self.cache_dir: str = os.path.join(self.cache_dir_base, self.task_id)
         os.makedirs(self.cache_dir, exist_ok=True)
         self.instruction = task_config["instruction"]
         self.config = task_config["config"] if "config" in task_config else []
         
+        self._set_evaluator_info(task_config)
+
+    def _set_evaluator_info(self, task_config: Dict[str, Any]):
+        """Set evaluator information from task config"""
         # evaluator dict
         # func -> metric function string, or list of metric function strings
         # conj -> conjunction of multiple metrics if func is a list with length > 1, "and"/"or"

desktop_env/providers/__init__.py

@@ -1,9 +1,14 @@
 from desktop_env.providers.base import VMManager, Provider
 
 
-def create_vm_manager_and_provider(provider_name: str, region: str):
+def create_vm_manager_and_provider(provider_name: str, region: str, use_proxy: bool = False):
     """
     Factory function to get the Virtual Machine Manager and Provider instances based on the provided provider name.
+    
+    Args:
+        provider_name (str): The name of the provider (e.g., "aws", "vmware", etc.)
+        region (str): The region for the provider
+        use_proxy (bool): Whether to use proxy-enabled providers (currently only supported for AWS)
     """
     provider_name = provider_name.lower().strip()
     if provider_name == "vmware":
@@ -16,8 +21,14 @@ def create_vm_manager_and_provider(provider_name: str, region: str):
         return VirtualBoxVMManager(), VirtualBoxProvider(region)
     elif provider_name in ["aws", "amazon web services"]:
         from desktop_env.providers.aws.manager import AWSVMManager
-        from desktop_env.providers.aws.provider import AWSProvider
+        if use_proxy:
-        return AWSVMManager(), AWSProvider(region)
+            # Use proxy-enabled AWS provider
+            from desktop_env.providers.aws.provider_with_proxy import AWSProviderWithProxy
+            return AWSVMManager(proxy_config_file="dataimpulse_proxy_config.json"), AWSProviderWithProxy(region, proxy_config_file="dataimpulse_proxy_config.json")
+        else:
+            # Use regular AWS provider
+            from desktop_env.providers.aws.provider import AWSProvider
+            return AWSVMManager(), AWSProvider(region)
     elif provider_name == "azure":
         from desktop_env.providers.azure.manager import AzureVMManager
         from desktop_env.providers.azure.provider import AzureProvider

desktop_env/providers/aws/manager.py

@@ -18,11 +18,16 @@ if not os.getenv('AWS_SUBNET_ID') or not os.getenv('AWS_SECURITY_GROUP_ID'):
 
 from desktop_env.providers.base import VMManager
 
+# Import proxy-related modules only when needed
+try:
+    from desktop_env.providers.aws.proxy_pool import get_global_proxy_pool, init_proxy_pool
+    PROXY_SUPPORT_AVAILABLE = True
+except ImportError:
+    PROXY_SUPPORT_AVAILABLE = False
+
 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
@@ -118,18 +123,56 @@ def _allocate_vm(region=DEFAULT_REGION):
     return instance_id
 
 
+def _allocate_vm_with_proxy(region=DEFAULT_REGION, proxy_config_file=None):
+    """Allocate a VM with proxy configuration"""
+    if not PROXY_SUPPORT_AVAILABLE:
+        logger.warning("Proxy support not available, falling back to regular VM allocation")
+        return _allocate_vm(region)
+    
+    from desktop_env.providers.aws.provider_with_proxy import AWSProviderWithProxy
+    
+    # Initialize proxy pool if needed
+    if proxy_config_file:
+        init_proxy_pool(proxy_config_file)
+    
+    # Get current proxy
+    proxy_pool = get_global_proxy_pool()
+    current_proxy = proxy_pool.get_next_proxy()
+    
+    if current_proxy:
+        logger.info(f"Allocating VM with proxy: {current_proxy.host}:{current_proxy.port}")
+    
+    # Create provider instance
+    provider = AWSProviderWithProxy(region=region, proxy_config_file=proxy_config_file)
+    
+    # Create new instance
+    instance_id = provider.create_instance_with_proxy(
+        image_id=IMAGE_ID_MAP[region],
+        instance_type=INSTANCE_TYPE,
+        security_groups=[os.getenv('AWS_SECURITY_GROUP_ID')],
+        subnet_id=os.getenv('AWS_SUBNET_ID')
+    )
+    
+    return instance_id
+
+
 class AWSVMManager(VMManager):
     """
     AWS VM Manager for managing virtual machines on AWS.
     
     AWS does not need to maintain a registry of VMs, as it can dynamically allocate and deallocate VMs.
-    This class remains the interface of VMManager for compatibility with other components.
+    This class supports both regular VM allocation and proxy-enabled VM allocation.
     """
-    def __init__(self, registry_path=REGISTRY_PATH):
+    def __init__(self, proxy_config_file=None, **kwargs):
-        self.registry_path = registry_path
+        self.proxy_config_file = proxy_config_file
         # self.lock = FileLock(".aws_lck", timeout=60)
         self.initialize_registry()
         
+        # Initialize proxy pool if proxy configuration is provided
+        if proxy_config_file and PROXY_SUPPORT_AVAILABLE:
+            init_proxy_pool(proxy_config_file)
+            logger.info(f"Proxy pool initialized with config: {proxy_config_file}")
+
     def initialize_registry(self, **kwargs):
         pass
 
@@ -164,6 +207,10 @@ class AWSVMManager(VMManager):
         pass
 
     def get_vm_path(self, region=DEFAULT_REGION, **kwargs):
-        logger.info("Allocating a new VM in region: {}".format(region))
+        if self.proxy_config_file:
-        new_vm_path = _allocate_vm(region)
+            logger.info("Allocating a new VM with proxy configuration in region: {}".format(region))
+            new_vm_path = _allocate_vm_with_proxy(region, self.proxy_config_file)
+        else:
+            logger.info("Allocating a new VM in region: {}".format(region))
+            new_vm_path = _allocate_vm(region)
         return new_vm_path

desktop_env/providers/aws/provider_with_proxy.py

@@ -0,0 +1,275 @@
+import boto3
+from botocore.exceptions import ClientError
+import base64
+import logging
+import json
+from typing import Optional
+
+from desktop_env.providers.base import Provider
+from desktop_env.providers.aws.proxy_pool import get_global_proxy_pool, init_proxy_pool, ProxyInfo
+
+logger = logging.getLogger("desktopenv.providers.aws.AWSProviderWithProxy")
+logger.setLevel(logging.INFO)
+
+WAIT_DELAY = 15
+MAX_ATTEMPTS = 10
+
+
+class AWSProviderWithProxy(Provider):
+    
+    def __init__(self, region: str = None, proxy_config_file: str = None):
+        super().__init__(region)
+        self.current_proxy: Optional[ProxyInfo] = None
+        
+        # 初始化代理池
+        if proxy_config_file:
+            init_proxy_pool(proxy_config_file)
+            logger.info(f"Initialized proxy pool from {proxy_config_file}")
+        
+        # 获取下一个可用代理
+        self._rotate_proxy()
+
+    def _rotate_proxy(self):
+        """轮换到下一个可用代理"""
+        proxy_pool = get_global_proxy_pool()
+        self.current_proxy = proxy_pool.get_next_proxy()
+        
+        if self.current_proxy:
+            logger.info(f"Switched to proxy: {self.current_proxy.host}:{self.current_proxy.port}")
+        else:
+            logger.warning("No proxy available, using direct connection")
+
+    def _generate_proxy_user_data(self) -> str:
+        """生成包含代理配置的user data脚本"""
+        if not self.current_proxy:
+            return ""
+        
+        proxy_url = self._format_proxy_url(self.current_proxy)
+        
+        user_data_script = f"""#!/bin/bash
+# Configure system proxy
+echo 'export http_proxy={proxy_url}' >> /etc/environment
+echo 'export https_proxy={proxy_url}' >> /etc/environment
+echo 'export HTTP_PROXY={proxy_url}' >> /etc/environment  
+echo 'export HTTPS_PROXY={proxy_url}' >> /etc/environment
+
+# Configure apt proxy
+cat > /etc/apt/apt.conf.d/95proxy << EOF
+Acquire::http::Proxy "{proxy_url}";
+Acquire::https::Proxy "{proxy_url}";
+EOF
+
+# Configure chrome/chromium proxy
+mkdir -p /etc/opt/chrome/policies/managed
+cat > /etc/opt/chrome/policies/managed/proxy.json << EOF
+{{
+    "ProxyMode": "fixed_servers",
+    "ProxyServer": "{self.current_proxy.host}:{self.current_proxy.port}"
+}}
+EOF
+
+# Configure chromium proxy (Ubuntu default)
+mkdir -p /etc/chromium/policies/managed
+cat > /etc/chromium/policies/managed/proxy.json << EOF
+{{
+    "ProxyMode": "fixed_servers", 
+    "ProxyServer": "{self.current_proxy.host}:{self.current_proxy.port}"
+}}
+EOF
+
+# Configure firefox proxy - support multiple possible paths
+for firefox_dir in /etc/firefox/policies /usr/lib/firefox/distribution/policies /etc/firefox-esr/policies; do
+    if [ -d "$(dirname "$firefox_dir")" ]; then
+        mkdir -p "$firefox_dir"
+        cat > "$firefox_dir/policies.json" << EOF
+{{
+    "policies": {{
+        "Proxy": {{
+            "Mode": "manual",
+            "HTTPProxy": "{self.current_proxy.host}:{self.current_proxy.port}",
+            "HTTPSProxy": "{self.current_proxy.host}:{self.current_proxy.port}",
+            "UseHTTPProxyForAllProtocols": true
+        }}
+    }}
+}}
+EOF
+        break
+    fi
+done
+
+# Reload environment variables
+source /etc/environment
+
+# Log proxy configuration
+echo "$(date): Configured proxy {self.current_proxy.host}:{self.current_proxy.port}" >> /var/log/proxy-setup.log
+"""
+        
+        return base64.b64encode(user_data_script.encode()).decode()
+
+    def _format_proxy_url(self, proxy: ProxyInfo) -> str:
+        """格式化代理URL"""
+        if proxy.username and proxy.password:
+            return f"{proxy.protocol}://{proxy.username}:{proxy.password}@{proxy.host}:{proxy.port}"
+        else:
+            return f"{proxy.protocol}://{proxy.host}:{proxy.port}"
+
+    def start_emulator(self, path_to_vm: str, headless: bool):
+        logger.info("Starting AWS VM with proxy configuration...")
+        ec2_client = boto3.client('ec2', region_name=self.region)
+
+        try:
+            # 如果实例已经存在，直接启动
+            ec2_client.start_instances(InstanceIds=[path_to_vm])
+            logger.info(f"Instance {path_to_vm} is starting...")
+
+            # Wait for the instance to be in the 'running' state
+            waiter = ec2_client.get_waiter('instance_running')
+            waiter.wait(InstanceIds=[path_to_vm], WaiterConfig={'Delay': WAIT_DELAY, 'MaxAttempts': MAX_ATTEMPTS})
+            logger.info(f"Instance {path_to_vm} is now running.")
+
+        except ClientError as e:
+            logger.error(f"Failed to start the AWS VM {path_to_vm}: {str(e)}")
+            raise
+
+    def create_instance_with_proxy(self, image_id: str, instance_type: str, 
+                                 security_groups: list, subnet_id: str) -> str:
+        """创建带有代理配置的新实例"""
+        ec2_client = boto3.client('ec2', region_name=self.region)
+        
+        user_data = self._generate_proxy_user_data()
+        
+        run_instances_params = {
+            "MaxCount": 1,
+            "MinCount": 1,
+            "ImageId": image_id,
+            "InstanceType": instance_type,
+            "EbsOptimized": True,
+            "NetworkInterfaces": [
+                {
+                    "SubnetId": subnet_id,
+                    "AssociatePublicIpAddress": True,
+                    "DeviceIndex": 0,
+                    "Groups": security_groups
+                }
+            ]
+        }
+        
+        if user_data:
+            run_instances_params["UserData"] = user_data
+            
+        try:
+            response = ec2_client.run_instances(**run_instances_params)
+            instance_id = response['Instances'][0]['InstanceId']
+            
+            logger.info(f"Created new instance {instance_id} with proxy configuration")
+            
+            # 等待实例运行
+            logger.info(f"Waiting for instance {instance_id} to be running...")
+            ec2_client.get_waiter('instance_running').wait(InstanceIds=[instance_id])
+            logger.info(f"Instance {instance_id} is ready.")
+            
+            return instance_id
+            
+        except ClientError as e:
+            logger.error(f"Failed to create instance with proxy: {str(e)}")
+            # 如果当前代理失败，尝试轮换代理
+            if self.current_proxy:
+                proxy_pool = get_global_proxy_pool()
+                proxy_pool.mark_proxy_failed(self.current_proxy)
+                self._rotate_proxy()
+            raise
+
+    def get_ip_address(self, path_to_vm: str) -> str:
+        logger.info("Getting AWS VM IP address...")
+        ec2_client = boto3.client('ec2', region_name=self.region)
+
+        try:
+            response = ec2_client.describe_instances(InstanceIds=[path_to_vm])
+            for reservation in response['Reservations']:
+                for instance in reservation['Instances']:
+                    private_ip_address = instance.get('PrivateIpAddress', '')
+                    return private_ip_address
+            return ''
+        except ClientError as e:
+            logger.error(f"Failed to retrieve private IP address for the instance {path_to_vm}: {str(e)}")
+            raise
+
+    def save_state(self, path_to_vm: str, snapshot_name: str):
+        logger.info("Saving AWS VM state...")
+        ec2_client = boto3.client('ec2', region_name=self.region)
+
+        try:
+            image_response = ec2_client.create_image(InstanceId=path_to_vm, Name=snapshot_name)
+            image_id = image_response['ImageId']
+            logger.info(f"AMI {image_id} created successfully from instance {path_to_vm}.")
+            return image_id
+        except ClientError as e:
+            logger.error(f"Failed to create AMI from the instance {path_to_vm}: {str(e)}")
+            raise
+
+    def revert_to_snapshot(self, path_to_vm: str, snapshot_name: str):
+        logger.info(f"Reverting AWS VM to snapshot: {snapshot_name}...")
+        ec2_client = boto3.client('ec2', region_name=self.region)
+
+        try:
+            # 获取原实例详情
+            instance_details = ec2_client.describe_instances(InstanceIds=[path_to_vm])
+            instance = instance_details['Reservations'][0]['Instances'][0]
+            security_groups = [sg['GroupId'] for sg in instance['SecurityGroups']]
+            subnet_id = instance['SubnetId']
+            instance_type = instance['InstanceType']
+
+            # 终止旧实例
+            ec2_client.terminate_instances(InstanceIds=[path_to_vm])
+            logger.info(f"Old instance {path_to_vm} has been terminated.")
+
+            # 轮换到新的代理
+            self._rotate_proxy()
+            
+            # 创建新实例
+            new_instance_id = self.create_instance_with_proxy(
+                snapshot_name, instance_type, security_groups, subnet_id
+            )
+
+            return new_instance_id
+
+        except ClientError as e:
+            logger.error(f"Failed to revert to snapshot {snapshot_name} for the instance {path_to_vm}: {str(e)}")
+            raise
+
+    def stop_emulator(self, path_to_vm, region=None):
+        logger.info(f"Stopping AWS VM {path_to_vm}...")
+        ec2_client = boto3.client('ec2', region_name=self.region)
+
+        try:
+            ec2_client.stop_instances(InstanceIds=[path_to_vm])
+            waiter = ec2_client.get_waiter('instance_stopped')
+            waiter.wait(InstanceIds=[path_to_vm], WaiterConfig={'Delay': WAIT_DELAY, 'MaxAttempts': MAX_ATTEMPTS})
+            logger.info(f"Instance {path_to_vm} has been stopped.")
+        except ClientError as e:
+            logger.error(f"Failed to stop the AWS VM {path_to_vm}: {str(e)}")
+            raise
+
+    def get_current_proxy_info(self) -> Optional[dict]:
+        """获取当前代理信息"""
+        if self.current_proxy:
+            return {
+                'host': self.current_proxy.host,
+                'port': self.current_proxy.port,
+                'protocol': self.current_proxy.protocol,
+                'failed_count': self.current_proxy.failed_count
+            }
+        return None
+
+    def force_rotate_proxy(self):
+        """强制轮换代理"""
+        logger.info("Force rotating proxy...")
+        if self.current_proxy:
+            proxy_pool = get_global_proxy_pool()
+            proxy_pool.mark_proxy_failed(self.current_proxy)
+        self._rotate_proxy()
+
+    def get_proxy_stats(self) -> dict:
+        """获取代理池统计信息"""
+        proxy_pool = get_global_proxy_pool()
+        return proxy_pool.get_stats() 

desktop_env/providers/aws/proxy_pool.py

@@ -0,0 +1,193 @@
+import random
+import requests
+import logging
+import time
+from typing import List, Dict, Optional
+from dataclasses import dataclass
+from threading import Lock
+import json
+
+logger = logging.getLogger("desktopenv.providers.aws.ProxyPool")
+logger.setLevel(logging.INFO)
+
+@dataclass
+class ProxyInfo:
+    host: str
+    port: int
+    username: Optional[str] = None
+    password: Optional[str] = None
+    protocol: str = "http"  # http, https, socks5
+    failed_count: int = 0
+    last_used: float = 0
+    is_active: bool = True
+
+class ProxyPool:
+    def __init__(self, config_file: str = None):
+        self.proxies: List[ProxyInfo] = []
+        self.current_index = 0
+        self.lock = Lock()
+        self.max_failures = 3  # 最大失败次数
+        self.cooldown_time = 300  # 5分钟冷却时间
+        
+        if config_file:
+            self.load_proxies_from_file(config_file)
+    
+    def load_proxies_from_file(self, config_file: str):
+        """从配置文件加载代理列表"""
+        try:
+            with open(config_file, 'r') as f:
+                proxy_configs = json.load(f)
+                
+            for config in proxy_configs:
+                proxy = ProxyInfo(
+                    host=config['host'],
+                    port=config['port'],
+                    username=config.get('username'),
+                    password=config.get('password'),
+                    protocol=config.get('protocol', 'http')
+                )
+                self.proxies.append(proxy)
+                
+            logger.info(f"Loaded {len(self.proxies)} proxies from {config_file}")
+        except Exception as e:
+            logger.error(f"Failed to load proxies from {config_file}: {e}")
+    
+    def add_proxy(self, host: str, port: int, username: str = None, 
+                  password: str = None, protocol: str = "http"):
+        """添加代理到池中"""
+        proxy = ProxyInfo(host=host, port=port, username=username, 
+                         password=password, protocol=protocol)
+        with self.lock:
+            self.proxies.append(proxy)
+        logger.info(f"Added proxy {host}:{port}")
+    
+    def get_next_proxy(self) -> Optional[ProxyInfo]:
+        """获取下一个可用的代理"""
+        with self.lock:
+            if not self.proxies:
+                return None
+            
+            # 过滤掉失败次数过多的代理
+            active_proxies = [p for p in self.proxies if self._is_proxy_available(p)]
+            
+            if not active_proxies:
+                logger.warning("No active proxies available")
+                return None
+            
+            # 轮询选择代理
+            proxy = active_proxies[self.current_index % len(active_proxies)]
+            self.current_index += 1
+            proxy.last_used = time.time()
+            
+            return proxy
+    
+    def _is_proxy_available(self, proxy: ProxyInfo) -> bool:
+        """检查代理是否可用"""
+        if not proxy.is_active:
+            return False
+        
+        if proxy.failed_count >= self.max_failures:
+            # 检查是否过了冷却时间
+            if time.time() - proxy.last_used < self.cooldown_time:
+                return False
+            else:
+                # 重置失败计数
+                proxy.failed_count = 0
+        
+        return True
+    
+    def mark_proxy_failed(self, proxy: ProxyInfo):
+        """标记代理失败"""
+        with self.lock:
+            proxy.failed_count += 1
+            if proxy.failed_count >= self.max_failures:
+                logger.warning(f"Proxy {proxy.host}:{proxy.port} marked as failed "
+                             f"(failures: {proxy.failed_count})")
+    
+    def mark_proxy_success(self, proxy: ProxyInfo):
+        """标记代理成功"""
+        with self.lock:
+            proxy.failed_count = 0
+    
+    def test_proxy(self, proxy: ProxyInfo, test_url: str = "http://httpbin.org/ip", 
+                   timeout: int = 10) -> bool:
+        """测试代理是否正常工作"""
+        try:
+            proxy_url = self._format_proxy_url(proxy)
+            proxies = {
+                'http': proxy_url,
+                'https': proxy_url
+            }
+            
+            response = requests.get(test_url, proxies=proxies, timeout=timeout)
+            if response.status_code == 200:
+                self.mark_proxy_success(proxy)
+                return True
+            else:
+                self.mark_proxy_failed(proxy)
+                return False
+                
+        except Exception as e:
+            logger.debug(f"Proxy test failed for {proxy.host}:{proxy.port}: {e}")
+            self.mark_proxy_failed(proxy)
+            return False
+    
+    def _format_proxy_url(self, proxy: ProxyInfo) -> str:
+        """格式化代理URL"""
+        if proxy.username and proxy.password:
+            return f"{proxy.protocol}://{proxy.username}:{proxy.password}@{proxy.host}:{proxy.port}"
+        else:
+            return f"{proxy.protocol}://{proxy.host}:{proxy.port}"
+    
+    def get_proxy_dict(self, proxy: ProxyInfo) -> Dict[str, str]:
+        """获取requests库使用的代理字典"""
+        proxy_url = self._format_proxy_url(proxy)
+        return {
+            'http': proxy_url,
+            'https': proxy_url
+        }
+    
+    def test_all_proxies(self, test_url: str = "http://httpbin.org/ip"):
+        """测试所有代理"""
+        logger.info("Testing all proxies...")
+        working_count = 0
+        
+        for proxy in self.proxies:
+            if self.test_proxy(proxy, test_url):
+                working_count += 1
+                logger.info(f"✓ Proxy {proxy.host}:{proxy.port} is working")
+            else:
+                logger.warning(f"✗ Proxy {proxy.host}:{proxy.port} failed")
+        
+        logger.info(f"Proxy test completed: {working_count}/{len(self.proxies)} working")
+        return working_count
+    
+    def get_stats(self) -> Dict:
+        """获取代理池统计信息"""
+        with self.lock:
+            total = len(self.proxies)
+            active = len([p for p in self.proxies if self._is_proxy_available(p)])
+            failed = len([p for p in self.proxies if p.failed_count >= self.max_failures])
+            
+            return {
+                'total': total,
+                'active': active,
+                'failed': failed,
+                'success_rate': active / total if total > 0 else 0
+            }
+
+# 全局代理池实例
+_proxy_pool = None
+
+def get_global_proxy_pool() -> ProxyPool:
+    """获取全局代理池实例"""
+    global _proxy_pool
+    if _proxy_pool is None:
+        _proxy_pool = ProxyPool()
+    return _proxy_pool
+
+def init_proxy_pool(config_file: str = None):
+    """初始化全局代理池"""
+    global _proxy_pool
+    _proxy_pool = ProxyPool(config_file)
+    return _proxy_pool 

mm_agents/openai_cua_agent.py

@@ -309,7 +309,21 @@ class OpenAICUAAgent:
                 logger.error(f"OpenAI API error: {str(e)}")
                 new_screenshot = self.env._get_obs()
                 new_screenshot_base64 = base64.b64encode(new_screenshot["screenshot"]).decode('utf-8')
-                self.cua_messages[-1]["output"]["image_url"] = f"data:image/png;base64,{new_screenshot_base64}"
+                
+                # Update the image in the last message based on its structure
+                last_message = self.cua_messages[-1]
+                if "output" in last_message:
+                    # Computer call output message structure
+                    last_message["output"]["image_url"] = f"data:image/png;base64,{new_screenshot_base64}"
+                elif "content" in last_message:
+                    # User message structure - find and update the image content
+                    for content_item in last_message["content"]:
+                        if content_item.get("type") == "input_image":
+                            content_item["image_url"] = f"data:image/png;base64,{new_screenshot_base64}"
+                            break
+                else:
+                    logger.warning("Unknown message structure, cannot update screenshot")
+                
                 retry_count += 1
                 time.sleep(1)
         raise Exception("Failed to make OpenAI API call after 3 retries")
@@ -452,10 +466,7 @@ class OpenAICUAAgent:
                     logger.warning("Empty text for type action")
                     return "import pyautogui\n# Empty text, no action taken"
                 
-                pattern = r"(?<!\\)'"
+                # Use repr() to properly escape the string content without double-escaping
-                text = re.sub(pattern, r"\\'", text)
-                
-                # 使用三重引号来确保字符串内容不会破坏格式
                 pyautogui_code = f"""import pyautogui\npyautogui.typewrite({repr(text)})"""
                 logger.info(f"Pyautogui code: {pyautogui_code}")
                 return pyautogui_code