Support multiple args in @task's

libs/langgraph/langgraph/func/__init__.py

@@ -1,9 +1,9 @@
 import asyncio
 import concurrent
 import concurrent.futures
+import functools
 import inspect
 import types
-from functools import partial, update_wrapper
 from typing import (
     Any,
     Awaitable,
@@ -33,17 +33,17 @@
 
 
 def call(
-    func: Callable[[P1], T],
-    input: P1,
-    *,
+    func: Callable[P, T],
+    *args: Any,
     retry: Optional[RetryPolicy] = None,
+    **kwargs: Any,
 ) -> concurrent.futures.Future[T]:
     from langgraph.constants import CONFIG_KEY_CALL
     from langgraph.utils.config import get_configurable
 
     conf = get_configurable()
     impl = conf[CONFIG_KEY_CALL]
-    fut = impl(func, input, retry=retry)
+    fut = impl(func, (args, kwargs), retry=retry)
     return fut
 
 
@@ -59,16 +59,51 @@ def task(  # type: ignore[overload-cannot-match]
 ) -> Callable[[Callable[P, T]], Callable[P, concurrent.futures.Future[T]]]: ...
 
 
+@overload
 def task(
-    *, retry: Optional[RetryPolicy] = None
+    __func_or_none__: Callable[P, T],
+) -> Callable[P, concurrent.futures.Future[T]]: ...
+
+
+@overload
+def task(
+    __func_or_none__: Callable[P, Awaitable[T]],
+) -> Callable[P, asyncio.Future[T]]: ...
+
+
+def task(
+    __func_or_none__: Optional[Union[Callable[P, T], Callable[P, Awaitable[T]]]] = None,
+    *,
+    retry: Optional[RetryPolicy] = None,
 ) -> Union[
     Callable[[Callable[P, Awaitable[T]]], Callable[P, asyncio.Future[T]]],
     Callable[[Callable[P, T]], Callable[P, concurrent.futures.Future[T]]],
+    Callable[P, asyncio.Future[T]],
+    Callable[P, concurrent.futures.Future[T]],
 ]:
-    def _task(func: Callable[P, T]) -> Callable[P, concurrent.futures.Future[T]]:
-        return update_wrapper(partial(call, func, retry=retry), func)
+    def decorator(
+        func: Union[Callable[P, Awaitable[T]], Callable[P, T]],
+    ) -> Callable[P, concurrent.futures.Future[T]]:
+        if asyncio.iscoroutinefunction(func):
+
+            @functools.wraps(func)
+            async def _tick(__allargs__: tuple) -> T:
+                return await func(*__allargs__[0], **__allargs__[1])
+
+        else:
+
+            @functools.wraps(func)
+            def _tick(__allargs__: tuple) -> T:
+                return func(*__allargs__[0], **__allargs__[1])
+
+        return functools.update_wrapper(
+            functools.partial(call, _tick, retry=retry), func
+        )
+
+    if __func_or_none__ is not None:
+        return decorator(__func_or_none__)
 
-    return _task
+    return decorator
 
 
 def entrypoint(

libs/langgraph/tests/test_pregel.py

@@ -1515,21 +1515,21 @@ def test_imp_stream_order(
     checkpointer = request.getfixturevalue(f"checkpointer_{checkpointer_name}")
 
     @task()
-    def foo(state: dict) -> dict:
-        return {"a": state["a"] + "foo", "b": "bar"}
+    def foo(state: dict) -> tuple:
+        return state["a"] + "foo", "bar"
 
-    @task()
-    def bar(state: dict) -> dict:
-        return {"a": state["a"] + state["b"], "c": "bark"}
+    @task
+    def bar(a: str, b: str, c: Optional[str] = None) -> dict:
+        return {"a": a + b, "c": (c or "") + "bark"}
 
-    @task()
+    @task
     def baz(state: dict) -> dict:
         return {"a": state["a"] + "baz", "c": "something else"}
 
     @entrypoint(checkpointer=checkpointer)
     def graph(state: dict) -> dict:
-        fut_foo = foo(state)
-        fut_bar = bar(fut_foo.result())
+        fut_foo = foo(state).result()
+        fut_bar = bar(*fut_foo.result())
         fut_baz = baz(fut_bar.result())
         return fut_baz.result()
 
@@ -4168,10 +4168,12 @@ def __init__(self, i: Optional[int] = None):
         def __call__(self, inputs: State, config: RunnableConfig, store: BaseStore):
             assert isinstance(store, BaseStore)
             store.put(
-                namespace
-                if self.i is not None
-                and config["configurable"]["thread_id"] in (thread_1, thread_2)
-                else (f"foo_{self.i}", "bar"),
+                (
+                    namespace
+                    if self.i is not None
+                    and config["configurable"]["thread_id"] in (thread_1, thread_2)
+                    else (f"foo_{self.i}", "bar")
+                ),
                 doc_id,
                 {
                     **doc,

libs/langgraph/tests/test_pregel_async.py

@@ -2571,18 +2571,18 @@ async def test_imp_sync_from_async(checkpointer_name: str) -> None:
         def foo(state: dict) -> dict:
             return {"a": state["a"] + "foo", "b": "bar"}
 
-        @task()
-        def bar(state: dict) -> dict:
-            return {"a": state["a"] + state["b"], "c": "bark"}
+        @task
+        def bar(a: str, b: str, c: Optional[str] = None) -> dict:
+            return {"a": a + b, "c": (c or "") + "bark"}
 
         @task()
         def baz(state: dict) -> dict:
             return {"a": state["a"] + "baz", "c": "something else"}
 
         @entrypoint(checkpointer=checkpointer)
         def graph(state: dict) -> dict:
-            fut_foo = foo(state)
-            fut_bar = bar(fut_foo.result())
+            foo_result = foo(state).result()
+            fut_bar = bar(foo_result["a"], foo_result["b"])
             fut_baz = baz(fut_bar.result())
             return fut_baz.result()
 
@@ -2607,18 +2607,19 @@ async def test_imp_stream_order(checkpointer_name: str) -> None:
         async def foo(state: dict) -> dict:
             return {"a": state["a"] + "foo", "b": "bar"}
 
-        @task()
-        async def bar(state: dict) -> dict:
-            return {"a": state["a"] + state["b"], "c": "bark"}
+        @task
+        async def bar(a: str, b: str, c: Optional[str] = None) -> dict:
+            return {"a": a + b, "c": (c or "") + "bark"}
 
         @task()
         async def baz(state: dict) -> dict:
             return {"a": state["a"] + "baz", "c": "something else"}
 
         @entrypoint(checkpointer=checkpointer)
         async def graph(state: dict) -> dict:
-            fut_foo = foo(state)
-            fut_bar = bar(await fut_foo)
+            foo_res = await foo(state)
+
+            fut_bar = bar(foo_res["a"], foo_res["b"])
             fut_baz = baz(await fut_bar)
             return await fut_baz