Spaces:
Running
Running
Amir Mahla
commited on
Commit
·
c5fe3f3
1
Parent(s):
8f218a6
FIX sandbox limit reached to often
Browse files
cua2-core/src/cua2_core/app.py
CHANGED
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@@ -21,13 +21,14 @@ async def lifespan(app: FastAPI):
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if not os.getenv("HF_TOKEN"):
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raise ValueError("HF_TOKEN is not set")
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-
num_workers = int(os.getenv("NUM_WORKERS", "
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websocket_manager = WebSocketManager()
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-
sandbox_service = SandboxService()
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agent_service = AgentService(websocket_manager, sandbox_service,
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# Start periodic cleanup of stuck sandboxes
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sandbox_service.start_periodic_cleanup()
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if not os.getenv("HF_TOKEN"):
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raise ValueError("HF_TOKEN is not set")
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+
num_workers = int(os.getenv("NUM_WORKERS", "12"))
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max_sandboxes = int(600 / num_workers)
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websocket_manager = WebSocketManager()
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sandbox_service = SandboxService(max_sandboxes=max_sandboxes)
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agent_service = AgentService(websocket_manager, sandbox_service, max_sandboxes)
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# Start periodic cleanup of stuck sandboxes
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sandbox_service.start_periodic_cleanup()
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cua2-core/src/cua2_core/routes/websocket.py
CHANGED
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@@ -21,9 +21,10 @@ async def websocket_endpoint(websocket: WebSocket):
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await websocket_manager.connect(websocket)
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try:
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-
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-
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)
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await websocket_manager.send_message(welcome_message, websocket)
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# Keep the connection alive and wait for messages
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await websocket_manager.connect(websocket)
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try:
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# Create ID and acquire sandbox - this adds uuid to task_websockets
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# If this fails, the finally block will clean up via cleanup_tasks_for_websocket
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uuid = await agent_service.create_id_and_sandbox(websocket)
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welcome_message = HeartbeatEvent(uuid=uuid)
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await websocket_manager.send_message(welcome_message, websocket)
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# Keep the connection alive and wait for messages
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cua2-core/src/cua2_core/services/agent_service.py
CHANGED
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@@ -45,7 +45,7 @@ class AgentService:
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self,
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websocket_manager: WebSocketManager,
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sandbox_service: SandboxService,
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-
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):
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self.active_tasks: dict[str, ActiveTask] = {}
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self.websocket_manager: WebSocketManager = websocket_manager
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@@ -53,7 +53,7 @@ class AgentService:
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self.sandbox_service: SandboxService = sandbox_service
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self.last_screenshot: dict[str, tuple[Image.Image, str] | None] = {}
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self._lock = asyncio.Lock()
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-
self.max_sandboxes =
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self._archival_lock_file: IO[str] | None = None
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# Initialize archival service in dedicated process
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@@ -296,141 +296,161 @@ class AgentService:
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# Update archival service after task removal
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self._update_archival_active_tasks()
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#
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-
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await self.sandbox_service.release_sandbox(message_id)
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async def _agent_processing(
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self,
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message_id: str,
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):
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"""Process the user task with the appropriate agent"""
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-
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-
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-
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# Ensure the directory exists
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os.makedirs(active_task.trace_path, exist_ok=True)
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-
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-
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-
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-
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-
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-
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)
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if isinstance(memory_step.error, AgentMaxStepsError):
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model_output = memory_step.action_output
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-
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thought = (
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model_output.split("```")[0].replace("\nAction:\n", "")
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if model_output
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and (
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memory_step.error is None
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or isinstance(memory_step.error, AgentMaxStepsError)
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)
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-
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)
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-
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-
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-
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)
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-
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# if not (
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# agent_actions is not None
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# and not any(action.function_name == "wait" for action in agent_actions)
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# ):
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time.sleep(3)
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image, step_filename = self.last_screenshot[message_id] # type: ignore
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assert image is not None and step_filename is not None
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screenshot_path = os.path.join(agent.data_dir, f"{step_filename}.png")
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image.save(screenshot_path)
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-
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buffered = BytesIO()
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image.save(buffered, format="PNG")
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image_base64 = f"data:image/png;base64,{base64.b64encode(buffered.getvalue()).decode('utf-8')}"
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del buffered
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del image
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-
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-
if memory_step.token_usage is not None:
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step = AgentStep(
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traceId=message_id,
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stepId=str(memory_step.step_number),
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image=image_base64,
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thought=thought,
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actions=agent_actions,
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error=memory_step.error.message if memory_step.error else None,
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duration=memory_step.timing.duration,
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inputTokensUsed=memory_step.token_usage.input_tokens,
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outputTokensUsed=memory_step.token_usage.output_tokens,
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step_evaluation="neutral",
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)
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-
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)
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)
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future.result()
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if self.active_tasks[message_id].traceMetadata.completed:
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raise AgentStopException("Task not completed")
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-
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for previous_memory_step in (
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agent.memory.steps
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): # Remove previous screenshots from logs for lean processing
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if isinstance(previous_memory_step, ActionStep):
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previous_memory_step.observations_images = None
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elif isinstance(previous_memory_step, TaskStep):
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previous_memory_step.task_images = None
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-
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memory_step.observations_images = [image.copy()]
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-
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del self.last_screenshot[message_id]
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self.last_screenshot[message_id] = (image, step_filename)
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-
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def update_trace_step(
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self,
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@@ -568,6 +588,9 @@ class AgentService:
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"""
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Clean up all tasks associated with a disconnected websocket.
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This will stop the tasks and release their sandboxes.
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"""
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tasks_to_cleanup = []
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@@ -579,11 +602,13 @@ class AgentService:
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logger.info(
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f"Marking task {message_id} for cleanup due to websocket disconnect"
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)
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# Cleanup each task
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for message_id in tasks_to_cleanup:
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try:
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# Mark task as completed to stop the agent
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if message_id in self.active_tasks:
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self.active_tasks[message_id].update_trace_metadata(
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completed=True,
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@@ -592,7 +617,9 @@ class AgentService:
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f"Stopped task {message_id} due to websocket disconnect"
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)
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#
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await self.sandbox_service.release_sandbox(message_id)
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logger.info(
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f"Released sandbox for task {message_id} due to websocket disconnect"
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self,
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websocket_manager: WebSocketManager,
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sandbox_service: SandboxService,
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+
max_sandboxes: int,
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):
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self.active_tasks: dict[str, ActiveTask] = {}
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self.websocket_manager: WebSocketManager = websocket_manager
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self.sandbox_service: SandboxService = sandbox_service
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self.last_screenshot: dict[str, tuple[Image.Image, str] | None] = {}
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self._lock = asyncio.Lock()
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+
self.max_sandboxes = max_sandboxes
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self._archival_lock_file: IO[str] | None = None
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# Initialize archival service in dedicated process
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# Update archival service after task removal
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self._update_archival_active_tasks()
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+
# Always release sandbox back to the pool, even if it's still in "creating" state
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+
# This handles cases where acquire_sandbox was called but sandbox never became ready
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+
try:
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await self.sandbox_service.release_sandbox(message_id)
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+
except Exception as e:
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+
logger.error(
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f"Error releasing sandbox for {message_id}: {e}", exc_info=True
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+
)
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async def _agent_processing(
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self,
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message_id: str,
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):
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"""Process the user task with the appropriate agent"""
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+
try:
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+
# Set up log file for this task
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+
active_task = self.active_tasks[message_id]
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+
# Ensure the directory exists
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os.makedirs(active_task.trace_path, exist_ok=True)
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+
# Capture the event loop reference in the async context
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# This will be used in the callback to safely schedule coroutines from the worker thread
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+
loop = asyncio.get_running_loop()
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+
def step_callback(memory_step: ActionStep, agent: E2BVisionAgent):
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+
assert memory_step.step_number is not None
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+
if memory_step.step_number > agent.max_steps:
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+
raise AgentStopException("Max steps reached")
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+
if self.active_tasks[message_id].traceMetadata.completed:
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+
raise AgentStopException("Task not completed")
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+
model_output = (
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+
memory_step.model_output_message.content
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+
if memory_step.model_output_message
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+
else None
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)
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+
if isinstance(memory_step.error, AgentMaxStepsError):
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+
model_output = memory_step.action_output
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+
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+
thought = (
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+
model_output.split("```")[0].replace("\nAction:\n", "")
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+
if model_output
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+
and (
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+
memory_step.error is None
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+
or isinstance(memory_step.error, AgentMaxStepsError)
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+
)
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+
else None
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)
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+
if model_output is not None:
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+
action_sequence = model_output.split("```")[1]
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+
else:
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+
action_sequence = """The task failed due to an error""" # TODO: To Handle in front
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+
agent_actions = (
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+
AgentAction.from_function_calls(
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+
parse_function_call(action_sequence)
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+
)
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+
if action_sequence
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else None
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)
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+
# if not (
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# agent_actions is not None
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+
# and not any(action.function_name == "wait" for action in agent_actions)
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+
# ):
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+
time.sleep(3)
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+
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+
image, step_filename = self.last_screenshot[message_id] # type: ignore
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+
assert image is not None and step_filename is not None
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+
screenshot_path = os.path.join(agent.data_dir, f"{step_filename}.png")
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+
image.save(screenshot_path)
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+
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+
buffered = BytesIO()
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+
image.save(buffered, format="PNG")
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+
image_base64 = f"data:image/png;base64,{base64.b64encode(buffered.getvalue()).decode('utf-8')}"
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+
del buffered
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+
del image
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+
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+
if memory_step.token_usage is not None:
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+
step = AgentStep(
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+
traceId=message_id,
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+
stepId=str(memory_step.step_number),
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+
image=image_base64,
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+
thought=thought,
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+
actions=agent_actions,
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+
error=memory_step.error.message if memory_step.error else None,
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+
duration=memory_step.timing.duration,
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+
inputTokensUsed=memory_step.token_usage.input_tokens,
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+
outputTokensUsed=memory_step.token_usage.output_tokens,
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+
step_evaluation="neutral",
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)
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+
self.active_tasks[message_id].update_trace_metadata(
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+
step_input_tokens_used=memory_step.token_usage.input_tokens,
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+
step_output_tokens_used=memory_step.token_usage.output_tokens,
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step_duration=memory_step.timing.duration,
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step_numberOfSteps=1,
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)
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self.active_tasks[message_id].update_step(step)
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+
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+
websocket = self.task_websockets.get(message_id)
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+
if websocket and websocket.client_state == WebSocketState.CONNECTED:
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+
future = asyncio.run_coroutine_threadsafe(
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+
self.websocket_manager.send_agent_progress(
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+
step=step,
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+
metadata=self.active_tasks[message_id].traceMetadata,
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+
websocket=websocket,
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+
),
|
| 412 |
+
loop,
|
| 413 |
+
)
|
| 414 |
+
future.result()
|
| 415 |
+
|
| 416 |
+
if self.active_tasks[message_id].traceMetadata.completed:
|
| 417 |
+
raise AgentStopException("Task not completed")
|
| 418 |
+
|
| 419 |
+
step_filename = f"{message_id}-{memory_step.step_number + 1}"
|
| 420 |
+
screenshot_bytes = agent.desktop.screenshot()
|
| 421 |
+
original_image = Image.open(BytesIO(screenshot_bytes))
|
| 422 |
+
image = compress_image_to_max_size(original_image, max_size_kb=500)
|
| 423 |
+
del original_image
|
| 424 |
+
|
| 425 |
+
for previous_memory_step in (
|
| 426 |
+
agent.memory.steps
|
| 427 |
+
): # Remove previous screenshots from logs for lean processing
|
| 428 |
+
if isinstance(previous_memory_step, ActionStep):
|
| 429 |
+
previous_memory_step.observations_images = None
|
| 430 |
+
elif isinstance(previous_memory_step, TaskStep):
|
| 431 |
+
previous_memory_step.task_images = None
|
| 432 |
+
|
| 433 |
+
memory_step.observations_images = [image.copy()]
|
| 434 |
+
|
| 435 |
+
del self.last_screenshot[message_id]
|
| 436 |
+
self.last_screenshot[message_id] = (image, step_filename)
|
| 437 |
+
|
| 438 |
+
await self._agent_runner(message_id, step_callback)
|
| 439 |
+
except Exception as e:
|
| 440 |
+
# If _agent_processing fails before _agent_runner is called,
|
| 441 |
+
# we still need to release the sandbox that was acquired in create_id_and_sandbox
|
| 442 |
+
logger.error(
|
| 443 |
+
f"Error in _agent_processing for {message_id}: {e}", exc_info=True
|
| 444 |
+
)
|
| 445 |
+
try:
|
| 446 |
+
await self.sandbox_service.release_sandbox(message_id)
|
| 447 |
+
except Exception as release_error:
|
| 448 |
+
logger.error(
|
| 449 |
+
f"Error releasing sandbox in _agent_processing cleanup for {message_id}: {release_error}",
|
| 450 |
+
exc_info=True,
|
| 451 |
+
)
|
| 452 |
+
# Re-raise to ensure error is logged
|
| 453 |
+
raise
|
| 454 |
|
| 455 |
def update_trace_step(
|
| 456 |
self,
|
|
|
|
| 588 |
"""
|
| 589 |
Clean up all tasks associated with a disconnected websocket.
|
| 590 |
This will stop the tasks and release their sandboxes.
|
| 591 |
+
|
| 592 |
+
Note: This also cleans up sandboxes that were acquired in create_id_and_sandbox
|
| 593 |
+
but never had a task created (e.g., if websocket disconnects before process_user_task).
|
| 594 |
"""
|
| 595 |
tasks_to_cleanup = []
|
| 596 |
|
|
|
|
| 602 |
logger.info(
|
| 603 |
f"Marking task {message_id} for cleanup due to websocket disconnect"
|
| 604 |
)
|
| 605 |
+
# Remove from task_websockets immediately to prevent double cleanup
|
| 606 |
+
del self.task_websockets[message_id]
|
| 607 |
|
| 608 |
# Cleanup each task
|
| 609 |
for message_id in tasks_to_cleanup:
|
| 610 |
try:
|
| 611 |
+
# Mark task as completed to stop the agent (if task exists)
|
| 612 |
if message_id in self.active_tasks:
|
| 613 |
self.active_tasks[message_id].update_trace_metadata(
|
| 614 |
completed=True,
|
|
|
|
| 617 |
f"Stopped task {message_id} due to websocket disconnect"
|
| 618 |
)
|
| 619 |
|
| 620 |
+
# Always release the sandbox, even if no task was created
|
| 621 |
+
# This handles the case where create_id_and_sandbox succeeded but
|
| 622 |
+
# process_user_task was never called
|
| 623 |
await self.sandbox_service.release_sandbox(message_id)
|
| 624 |
logger.info(
|
| 625 |
f"Released sandbox for task {message_id} due to websocket disconnect"
|
cua2-core/src/cua2_core/services/agent_utils/instruction_utils/pregenerated_instructions.json
CHANGED
|
@@ -321,4 +321,4 @@
|
|
| 321 |
"Navigate to weather.com and enter 'New York” in the search bar to retrieve the current weather conditions for that location.",
|
| 322 |
"Create a new directory named 'my_folder' in the current working directory.",
|
| 323 |
"Open LibreOffice Writer, create a new blank document, type the following text: 'Automation Task Completed Successfully.', then save the document as 'Automation_Report.odt” on your desktop."
|
| 324 |
-
]
|
|
|
|
| 321 |
"Navigate to weather.com and enter 'New York” in the search bar to retrieve the current weather conditions for that location.",
|
| 322 |
"Create a new directory named 'my_folder' in the current working directory.",
|
| 323 |
"Open LibreOffice Writer, create a new blank document, type the following text: 'Automation Task Completed Successfully.', then save the document as 'Automation_Report.odt” on your desktop."
|
| 324 |
+
]
|