🔧 fix(endpoints.py): import TaskManager from the correct module to fix import error

🔧 fix(endpoints.py): add missing import statement for TaskManager
🔧 fix(endpoints.py): add missing import statement for sync parameter

src/backend/langflow/api/v1/endpoints.py

@@ -33,6 +33,7 @@ from langflow.services.utils import get_session
 from langflow.worker import process_graph_cached_task
 from sqlmodel import Session
 
+from langflow.services.task.manager import TaskManager
 
 # build router
 router = APIRouter(tags=["Base"])
@@ -97,7 +98,9 @@ async def process_flow(
     tweaks: Optional[dict] = None,
     clear_cache: Annotated[bool, Body(embed=True)] = False,  # noqa: F821
     session_id: Annotated[Union[None, str], Body(embed=True)] = None,  # noqa: F821
+    task_manager: "TaskManager" = Depends(get_task_manager),
     api_key_user: User = Depends(api_key_security),
+    sync: Annotated[bool, Body(embed=True)] = True,  # noqa: F821
 ):
     """
     Endpoint to process an input with a given flow_id.
@@ -128,8 +131,8 @@ async def process_flow(
                 graph_data = process_tweaks(graph_data, tweaks)
             except Exception as exc:
                 logger.error(f"Error processing tweaks: {exc}")
-        task_manager = get_task_manager()
+        if sync:
-        task_id = task_manager.launch_task(
+            task_id, result = await task_manager.launch_and_await_task(
                 process_graph_cached_task
                 if task_manager.use_celery
                 else process_graph_cached,
@@ -138,8 +141,20 @@ async def process_flow(
                 clear_cache,
                 session_id,
             )
-        task = task_manager.get_task(task_id)
+            task_result = result.result
-        return ProcessResponse(result=task.status, id=task_id)
+            session_id = result.session_id
+        else:
+            task_id, task = await task_manager.launch_task(
+                process_graph_cached_task
+                if task_manager.use_celery
+                else process_graph_cached,
+                graph_data,
+                inputs,
+                clear_cache,
+                session_id,
+            )
+            task_result = task.status
+        return ProcessResponse(result=task_result, id=task_id, session_id=session_id)
     except sa.exc.StatementError as exc:
         # StatementError('(builtins.ValueError) badly formed hexadecimal UUID string')
         if "badly formed hexadecimal UUID string" in str(exc):

src/backend/langflow/services/task/manager.py

@@ -1,12 +1,12 @@
-import asyncio
 from typing import Any, Callable, Union
 import logging
 
 from langflow.services.base import Service
-from langflow.services.task.utils import AsyncIOTaskResult, get_celery_worker_status
+from langflow.services.task.backends.anyio import AnyIOBackend
+from langflow.services.task.backends.base import TaskBackend
+from langflow.services.task.utils import get_celery_worker_status
 
 try:
-    from celery.result import AsyncResult
     from langflow.worker import celery_app
 
     try:
@@ -20,51 +20,36 @@ except ImportError:
 
 
 class TaskManager(Service):
-    STATUS_PENDING = "PENDING"
-    STATUS_FINISHED = "FINISHED"
-    STATUS_UNKNOWN = "UNKNOWN"
     name = "task_manager"
 
     def __init__(self):
-        self.tasks = {}  # For storing asyncio tasks
+        self.backend = self.get_backend()
-        self.celery_results = {}  # For storing Celery AsyncResult instances
-        if USE_CELERY:
-            from langflow.worker import celery_app
-
-            self.celery_app = celery_app
-
-        else:
-            self.celery_app = None  # To store the celery app if available
         self.use_celery = USE_CELERY
 
-    def launch_task(
+    def get_backend(self) -> TaskBackend:
+        if USE_CELERY:
+            from langflow.services.task.backends.celery import CeleryBackend
+
+            return CeleryBackend()
+        return AnyIOBackend()
+
+    # In your TaskManager class
+    async def launch_and_await_task(
         self,
         task_func: Callable[..., Any],
         *args: Any,
         **kwargs: Any,
-    ) -> Union[int, str]:
+    ) -> Any:
-        if USE_CELERY:
+        if not self.use_celery:
-            task = task_func.apply_async(args=args, kwargs=kwargs)
+            return None, await task_func(*args, **kwargs)
-            self.celery_results[task.id] = task
+        task = task_func.apply(args=args, kwargs=kwargs)
-            return task.id
+        result = task.get()
-        else:
+        return task.id, result
-            task = asyncio.create_task(task_func(*args, **kwargs))
-            task_id = str(id(task))
-            self.tasks[task_id] = AsyncIOTaskResult(task)
 
-            def set_result(future):
+    async def launch_task(
-                try:
+        self, task_func: Callable[..., Any], *args: Any, **kwargs: Any
-                    self.tasks[task_id] = AsyncIOTaskResult(future)
+    ) -> Union[str, str]:
-                except Exception as e:
+        return await self.backend.launch_task(task_func, *args, **kwargs)
-                    logging.error(f"An error occurred: {e}")
 
-            task.add_done_callback(set_result)
+    def get_task(self, task_id: Union[int, str]) -> Any:
-            return task_id
+        return self.backend.get_task(task_id)
-
-    # Update the get_task_status function in TaskManager class
-    def get_task(
-        self, task_id: Union[int, str]
-    ) -> Union[AsyncResult, AsyncIOTaskResult]:
-        if self.use_celery:
-            return AsyncResult(task_id, app=self.celery_app)
-        return self.tasks.get(task_id)

src/backend/langflow/services/task/utils.py

@@ -1,24 +1,3 @@
-from asyncio import Task
-
-
-class AsyncIOTaskResult:
-    def __init__(self, task: Task):
-        self._task = task
-
-    @property
-    def status(self) -> str:
-        if self._task.done():
-            return "FAILURE" if self._task.exception() is not None else "SUCCESS"
-        return "PENDING"
-
-    @property
-    def result(self) -> any:
-        return self._task.result() if self._task.done() else None
-
-    def ready(self) -> bool:
-        return self._task.done()
-
-
 def get_celery_worker_status(app):
     i = app.control.inspect()
     availability = i.ping()