refactor: remove AWSVMManagerWithProxy and integrate proxy support directly into AWSVMManager for streamlined VM allocation;
minor fix on openai_cua_agent
This commit is contained in:
@@ -20,14 +20,13 @@ def create_vm_manager_and_provider(provider_name: str, region: str, use_proxy: b
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from desktop_env.providers.virtualbox.provider import VirtualBoxProvider
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from desktop_env.providers.virtualbox.provider import VirtualBoxProvider
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return VirtualBoxVMManager(), VirtualBoxProvider(region)
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return VirtualBoxVMManager(), VirtualBoxProvider(region)
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elif provider_name in ["aws", "amazon web services"]:
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elif provider_name in ["aws", "amazon web services"]:
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from desktop_env.providers.aws.manager import AWSVMManager
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if use_proxy:
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if use_proxy:
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# Use proxy-enabled AWS provider
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# Use proxy-enabled AWS provider
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from desktop_env.providers.aws.manager_with_proxy import AWSVMManagerWithProxy
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from desktop_env.providers.aws.provider_with_proxy import AWSProviderWithProxy
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from desktop_env.providers.aws.provider_with_proxy import AWSProviderWithProxy
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return AWSVMManagerWithProxy(proxy_config_file="dataimpulse_proxy_config.json"), AWSProviderWithProxy(region, proxy_config_file="dataimpulse_proxy_config.json")
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return AWSVMManager(proxy_config_file="dataimpulse_proxy_config.json"), AWSProviderWithProxy(region, proxy_config_file="dataimpulse_proxy_config.json")
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else:
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else:
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# Use regular AWS provider
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# Use regular AWS provider
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from desktop_env.providers.aws.manager import AWSVMManager
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from desktop_env.providers.aws.provider import AWSProvider
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from desktop_env.providers.aws.provider import AWSProvider
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return AWSVMManager(), AWSProvider(region)
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return AWSVMManager(), AWSProvider(region)
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elif provider_name == "azure":
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elif provider_name == "azure":
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@@ -18,11 +18,16 @@ if not os.getenv('AWS_SUBNET_ID') or not os.getenv('AWS_SECURITY_GROUP_ID'):
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from desktop_env.providers.base import VMManager
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from desktop_env.providers.base import VMManager
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# Import proxy-related modules only when needed
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try:
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from desktop_env.providers.aws.proxy_pool import get_global_proxy_pool, init_proxy_pool
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PROXY_SUPPORT_AVAILABLE = True
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except ImportError:
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PROXY_SUPPORT_AVAILABLE = False
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logger = logging.getLogger("desktopenv.providers.aws.AWSVMManager")
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logger = logging.getLogger("desktopenv.providers.aws.AWSVMManager")
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logger.setLevel(logging.INFO)
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logger.setLevel(logging.INFO)
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REGISTRY_PATH = '.aws_vms'
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DEFAULT_REGION = "us-east-1"
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DEFAULT_REGION = "us-east-1"
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# todo: Add doc for the configuration of image, security group and network interface
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# todo: Add doc for the configuration of image, security group and network interface
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# todo: public the AMI images
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# todo: public the AMI images
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@@ -118,17 +123,55 @@ def _allocate_vm(region=DEFAULT_REGION):
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return instance_id
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return instance_id
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def _allocate_vm_with_proxy(region=DEFAULT_REGION, proxy_config_file=None):
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"""Allocate a VM with proxy configuration"""
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if not PROXY_SUPPORT_AVAILABLE:
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logger.warning("Proxy support not available, falling back to regular VM allocation")
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return _allocate_vm(region)
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from desktop_env.providers.aws.provider_with_proxy import AWSProviderWithProxy
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# Initialize proxy pool if needed
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if proxy_config_file:
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init_proxy_pool(proxy_config_file)
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# Get current proxy
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proxy_pool = get_global_proxy_pool()
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current_proxy = proxy_pool.get_next_proxy()
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if current_proxy:
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logger.info(f"Allocating VM with proxy: {current_proxy.host}:{current_proxy.port}")
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# Create provider instance
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provider = AWSProviderWithProxy(region=region, proxy_config_file=proxy_config_file)
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# Create new instance
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instance_id = provider.create_instance_with_proxy(
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image_id=IMAGE_ID_MAP[region],
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instance_type=INSTANCE_TYPE,
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security_groups=[os.getenv('AWS_SECURITY_GROUP_ID')],
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subnet_id=os.getenv('AWS_SUBNET_ID')
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)
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return instance_id
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class AWSVMManager(VMManager):
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class AWSVMManager(VMManager):
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"""
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"""
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AWS VM Manager for managing virtual machines on AWS.
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AWS VM Manager for managing virtual machines on AWS.
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AWS does not need to maintain a registry of VMs, as it can dynamically allocate and deallocate VMs.
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AWS does not need to maintain a registry of VMs, as it can dynamically allocate and deallocate VMs.
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This class remains the interface of VMManager for compatibility with other components.
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This class supports both regular VM allocation and proxy-enabled VM allocation.
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"""
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"""
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def __init__(self, registry_path=REGISTRY_PATH):
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def __init__(self, proxy_config_file=None, **kwargs):
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self.registry_path = registry_path
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self.proxy_config_file = proxy_config_file
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# self.lock = FileLock(".aws_lck", timeout=60)
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# self.lock = FileLock(".aws_lck", timeout=60)
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self.initialize_registry()
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self.initialize_registry()
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# Initialize proxy pool if proxy configuration is provided
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if proxy_config_file and PROXY_SUPPORT_AVAILABLE:
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init_proxy_pool(proxy_config_file)
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logger.info(f"Proxy pool initialized with config: {proxy_config_file}")
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def initialize_registry(self, **kwargs):
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def initialize_registry(self, **kwargs):
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pass
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pass
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@@ -164,6 +207,10 @@ class AWSVMManager(VMManager):
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pass
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pass
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def get_vm_path(self, region=DEFAULT_REGION, **kwargs):
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def get_vm_path(self, region=DEFAULT_REGION, **kwargs):
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logger.info("Allocating a new VM in region: {}".format(region))
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if self.proxy_config_file:
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new_vm_path = _allocate_vm(region)
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logger.info("Allocating a new VM with proxy configuration in region: {}".format(region))
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new_vm_path = _allocate_vm_with_proxy(region, self.proxy_config_file)
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else:
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logger.info("Allocating a new VM in region: {}".format(region))
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new_vm_path = _allocate_vm(region)
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return new_vm_path
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return new_vm_path
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@@ -1,329 +0,0 @@
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import os
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from filelock import FileLock
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import boto3
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import psutil
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import logging
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from desktop_env.providers.base import VMManager
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from desktop_env.providers.aws.proxy_pool import get_global_proxy_pool, init_proxy_pool
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logger = logging.getLogger("desktopenv.providers.aws.AWSVMManagerWithProxy")
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logger.setLevel(logging.INFO)
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REGISTRY_PATH = '.aws_vms_proxy'
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DEFAULT_REGION = "us-east-1"
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IMAGE_ID_MAP = {
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"us-east-1": "ami-05e7d7bd279ea4f14",
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"ap-east-1": "ami-0c092a5b8be4116f5"
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}
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INSTANCE_TYPE = "t3.medium"
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NETWORK_INTERFACE_MAP = {
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"us-east-1": [
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{
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"SubnetId": "subnet-037edfff66c2eb894",
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"AssociatePublicIpAddress": True,
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"DeviceIndex": 0,
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"Groups": [
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"sg-0342574803206ee9c"
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]
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}
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],
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"ap-east-1": [
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{
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"SubnetId": "subnet-011060501be0b589c",
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"AssociatePublicIpAddress": True,
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"DeviceIndex": 0,
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"Groups": [
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"sg-090470e64df78f6eb"
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]
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}
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]
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}
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def _allocate_vm_with_proxy(region=DEFAULT_REGION, proxy_config_file=None):
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"""分配带有代理配置的VM"""
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from .provider_with_proxy import AWSProviderWithProxy
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# 初始化代理池(如果还没有初始化)
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if proxy_config_file:
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init_proxy_pool(proxy_config_file)
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# 获取当前代理
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proxy_pool = get_global_proxy_pool()
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current_proxy = proxy_pool.get_next_proxy()
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if current_proxy:
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logger.info(f"Allocating VM with proxy: {current_proxy.host}:{current_proxy.port}")
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# 创建provider实例
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provider = AWSProviderWithProxy(region=region, proxy_config_file=proxy_config_file)
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# 创建新实例
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instance_id = provider.create_instance_with_proxy(
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image_id=IMAGE_ID_MAP[region],
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instance_type=INSTANCE_TYPE,
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security_groups=NETWORK_INTERFACE_MAP[region][0]["Groups"],
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subnet_id=NETWORK_INTERFACE_MAP[region][0]["SubnetId"]
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)
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return instance_id
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class AWSVMManagerWithProxy(VMManager):
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def __init__(self, registry_path=REGISTRY_PATH, proxy_config_file=None):
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self.registry_path = registry_path
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self.lock = FileLock(".aws_proxy_lck", timeout=60)
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self.proxy_config_file = proxy_config_file
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self.initialize_registry()
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# 初始化代理池
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if proxy_config_file:
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init_proxy_pool(proxy_config_file)
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logger.info(f"Proxy pool initialized with config: {proxy_config_file}")
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def initialize_registry(self):
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with self.lock:
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if not os.path.exists(self.registry_path):
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with open(self.registry_path, 'w') as file:
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file.write('')
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def add_vm(self, vm_path, region=DEFAULT_REGION, proxy_info=None, lock_needed=True):
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if lock_needed:
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with self.lock:
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self._add_vm(vm_path, region, proxy_info)
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else:
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self._add_vm(vm_path, region, proxy_info)
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def _add_vm(self, vm_path, region=DEFAULT_REGION, proxy_info=None):
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with open(self.registry_path, 'r') as file:
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lines = file.readlines()
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# 格式: vm_path@region|status|proxy_host:proxy_port
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vm_path_at_vm_region = f"{vm_path}@{region}"
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proxy_str = ""
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if proxy_info:
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proxy_str = f"{proxy_info['host']}:{proxy_info['port']}"
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new_line = f'{vm_path_at_vm_region}|free|{proxy_str}\n'
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new_lines = lines + [new_line]
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with open(self.registry_path, 'w') as file:
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file.writelines(new_lines)
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def delete_vm(self, vm_path, region=DEFAULT_REGION, lock_needed=True):
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if lock_needed:
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with self.lock:
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self._delete_vm(vm_path, region)
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else:
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self._delete_vm(vm_path, region)
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def _delete_vm(self, vm_path, region=DEFAULT_REGION):
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new_lines = []
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with open(self.registry_path, 'r') as file:
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lines = file.readlines()
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for line in lines:
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parts = line.strip().split('|')
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if len(parts) >= 2:
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vm_path_at_vm_region = parts[0]
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if vm_path_at_vm_region == f"{vm_path}@{region}":
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continue
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new_lines.append(line)
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with open(self.registry_path, 'w') as file:
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file.writelines(new_lines)
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def occupy_vm(self, vm_path, pid, region=DEFAULT_REGION, lock_needed=True):
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if lock_needed:
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with self.lock:
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self._occupy_vm(vm_path, pid, region)
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else:
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self._occupy_vm(vm_path, pid, region)
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def _occupy_vm(self, vm_path, pid, region=DEFAULT_REGION):
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new_lines = []
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with open(self.registry_path, 'r') as file:
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lines = file.readlines()
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for line in lines:
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parts = line.strip().split('|')
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if len(parts) >= 2:
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registered_vm_path = parts[0]
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if registered_vm_path == f"{vm_path}@{region}":
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proxy_str = parts[2] if len(parts) > 2 else ""
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new_lines.append(f'{registered_vm_path}|{pid}|{proxy_str}\n')
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else:
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new_lines.append(line)
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else:
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new_lines.append(line)
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with open(self.registry_path, 'w') as file:
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file.writelines(new_lines)
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def check_and_clean(self, lock_needed=True):
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if lock_needed:
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with self.lock:
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self._check_and_clean()
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else:
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self._check_and_clean()
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def _check_and_clean(self):
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# Get active PIDs
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active_pids = {p.pid for p in psutil.process_iter()}
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new_lines = []
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vm_path_at_vm_regions = {}
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with open(self.registry_path, 'r') as file:
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lines = file.readlines()
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# Collect all VM paths and their regions
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for line in lines:
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parts = line.strip().split('|')
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if len(parts) >= 2:
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vm_path_at_vm_region = parts[0]
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status = parts[1]
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proxy_str = parts[2] if len(parts) > 2 else ""
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vm_path, vm_region = vm_path_at_vm_region.split("@")
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if vm_region not in vm_path_at_vm_regions:
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vm_path_at_vm_regions[vm_region] = []
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vm_path_at_vm_regions[vm_region].append((vm_path_at_vm_region, status, proxy_str))
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# Process each region
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for region, vm_info_list in vm_path_at_vm_regions.items():
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ec2_client = boto3.client('ec2', region_name=region)
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instance_ids = [vm_info[0].split('@')[0] for vm_info in vm_info_list]
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try:
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response = ec2_client.describe_instances(InstanceIds=instance_ids)
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reservations = response.get('Reservations', [])
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terminated_ids = set()
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stopped_ids = set()
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active_ids = set()
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for reservation in reservations:
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for instance in reservation.get('Instances', []):
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instance_id = instance.get('InstanceId')
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instance_state = instance['State']['Name']
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if instance_state in ['terminated', 'shutting-down']:
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terminated_ids.add(instance_id)
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elif instance_state == 'stopped':
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stopped_ids.add(instance_id)
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else:
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active_ids.add(instance_id)
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for vm_path_at_vm_region, status, proxy_str in vm_info_list:
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vm_path = vm_path_at_vm_region.split('@')[0]
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if vm_path in terminated_ids:
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logger.info(f"VM {vm_path} not found or terminated, releasing it.")
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continue
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elif vm_path in stopped_ids:
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logger.info(f"VM {vm_path} stopped, mark it as free")
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new_lines.append(f'{vm_path}@{region}|free|{proxy_str}\n')
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continue
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if status == "free":
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new_lines.append(f'{vm_path}@{region}|{status}|{proxy_str}\n')
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elif status.isdigit() and int(status) in active_pids:
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new_lines.append(f'{vm_path}@{region}|{status}|{proxy_str}\n')
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else:
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new_lines.append(f'{vm_path}@{region}|free|{proxy_str}\n')
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except Exception as e:
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logger.error(f"Error checking instances in region {region}: {e}")
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continue
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with open(self.registry_path, 'w') as file:
|
|
||||||
file.writelines(new_lines)
|
|
||||||
|
|
||||||
def list_free_vms(self, region=DEFAULT_REGION, lock_needed=True):
|
|
||||||
if lock_needed:
|
|
||||||
with self.lock:
|
|
||||||
return self._list_free_vms(region)
|
|
||||||
else:
|
|
||||||
return self._list_free_vms(region)
|
|
||||||
|
|
||||||
def _list_free_vms(self, region=DEFAULT_REGION):
|
|
||||||
free_vms = []
|
|
||||||
with open(self.registry_path, 'r') as file:
|
|
||||||
lines = file.readlines()
|
|
||||||
for line in lines:
|
|
||||||
parts = line.strip().split('|')
|
|
||||||
if len(parts) >= 2:
|
|
||||||
vm_path_at_vm_region = parts[0]
|
|
||||||
status = parts[1]
|
|
||||||
proxy_str = parts[2] if len(parts) > 2 else ""
|
|
||||||
|
|
||||||
vm_path, vm_region = vm_path_at_vm_region.split("@")
|
|
||||||
if status == "free" and vm_region == region:
|
|
||||||
free_vms.append((vm_path, status, proxy_str))
|
|
||||||
|
|
||||||
return free_vms
|
|
||||||
|
|
||||||
def get_vm_path(self, region=DEFAULT_REGION):
|
|
||||||
with self.lock:
|
|
||||||
if not AWSVMManagerWithProxy.checked_and_cleaned:
|
|
||||||
AWSVMManagerWithProxy.checked_and_cleaned = True
|
|
||||||
self._check_and_clean()
|
|
||||||
|
|
||||||
allocation_needed = False
|
|
||||||
with self.lock:
|
|
||||||
free_vms_paths = self._list_free_vms(region)
|
|
||||||
|
|
||||||
if len(free_vms_paths) == 0:
|
|
||||||
allocation_needed = True
|
|
||||||
else:
|
|
||||||
chosen_vm_path, _, proxy_str = free_vms_paths[0]
|
|
||||||
self._occupy_vm(chosen_vm_path, os.getpid(), region)
|
|
||||||
logger.info(f"Using existing VM {chosen_vm_path} with proxy: {proxy_str}")
|
|
||||||
return chosen_vm_path
|
|
||||||
|
|
||||||
if allocation_needed:
|
|
||||||
logger.info("No free virtual machine available. Generating a new one with proxy configuration...☕")
|
|
||||||
new_vm_path = _allocate_vm_with_proxy(region, self.proxy_config_file)
|
|
||||||
|
|
||||||
# 获取当前使用的代理信息
|
|
||||||
proxy_pool = get_global_proxy_pool()
|
|
||||||
current_proxy = proxy_pool.get_next_proxy()
|
|
||||||
proxy_info = None
|
|
||||||
if current_proxy:
|
|
||||||
proxy_info = {
|
|
||||||
'host': current_proxy.host,
|
|
||||||
'port': current_proxy.port
|
|
||||||
}
|
|
||||||
|
|
||||||
with self.lock:
|
|
||||||
self._add_vm(new_vm_path, region, proxy_info)
|
|
||||||
self._occupy_vm(new_vm_path, os.getpid(), region)
|
|
||||||
return new_vm_path
|
|
||||||
|
|
||||||
def get_proxy_stats(self):
|
|
||||||
"""获取代理池统计信息"""
|
|
||||||
proxy_pool = get_global_proxy_pool()
|
|
||||||
return proxy_pool.get_stats()
|
|
||||||
|
|
||||||
def test_all_proxies(self):
|
|
||||||
"""测试所有代理"""
|
|
||||||
proxy_pool = get_global_proxy_pool()
|
|
||||||
return proxy_pool.test_all_proxies()
|
|
||||||
|
|
||||||
def force_rotate_proxy_for_vm(self, vm_path, region=DEFAULT_REGION):
|
|
||||||
"""为特定VM强制轮换代理"""
|
|
||||||
logger.info(f"Force rotating proxy for VM {vm_path}")
|
|
||||||
|
|
||||||
# 这里需要重新创建实例来应用新的代理配置
|
|
||||||
# 在实际应用中,可能需要保存当前状态并恢复
|
|
||||||
proxy_pool = get_global_proxy_pool()
|
|
||||||
new_proxy = proxy_pool.get_next_proxy()
|
|
||||||
|
|
||||||
if new_proxy:
|
|
||||||
logger.info(f"New proxy for VM {vm_path}: {new_proxy.host}:{new_proxy.port}")
|
|
||||||
return True
|
|
||||||
else:
|
|
||||||
logger.warning(f"No available proxy for VM {vm_path}")
|
|
||||||
return False
|
|
||||||
@@ -309,7 +309,21 @@ class OpenAICUAAgent:
|
|||||||
logger.error(f"OpenAI API error: {str(e)}")
|
logger.error(f"OpenAI API error: {str(e)}")
|
||||||
new_screenshot = self.env._get_obs()
|
new_screenshot = self.env._get_obs()
|
||||||
new_screenshot_base64 = base64.b64encode(new_screenshot["screenshot"]).decode('utf-8')
|
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
|
retry_count += 1
|
||||||
time.sleep(1)
|
time.sleep(1)
|
||||||
raise Exception("Failed to make OpenAI API call after 3 retries")
|
raise Exception("Failed to make OpenAI API call after 3 retries")
|
||||||
@@ -452,10 +466,7 @@ class OpenAICUAAgent:
|
|||||||
logger.warning("Empty text for type action")
|
logger.warning("Empty text for type action")
|
||||||
return "import pyautogui\n# Empty text, no action taken"
|
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)})"""
|
pyautogui_code = f"""import pyautogui\npyautogui.typewrite({repr(text)})"""
|
||||||
logger.info(f"Pyautogui code: {pyautogui_code}")
|
logger.info(f"Pyautogui code: {pyautogui_code}")
|
||||||
return pyautogui_code
|
return pyautogui_code
|
||||||
|
|||||||
Reference in New Issue
Block a user