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Author SHA1 Message Date
Sydney Runkle f72b2db4d0 refactor 2025-07-29 15:19:12 -04:00
+62 -70
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@@ -22,6 +22,7 @@ from typing import (
Protocol,
Union,
cast,
get_type_hints,
)
from langchain_core.runnables.base import (
@@ -127,77 +128,27 @@ ANY_TYPE = object()
ASYNCIO_ACCEPTS_CONTEXT = sys.version_info >= (3, 11)
# List of keyword arguments that can be injected into nodes / tasks / tools at runtime.
# A named argument may appear multiple times if it appears with distinct types.
KWARGS_CONFIG_KEYS: tuple[tuple[str, tuple[Any, ...], str, Any], ...] = (
(
"config",
(
RunnableConfig,
"RunnableConfig",
Optional[RunnableConfig],
"Optional[RunnableConfig]",
inspect.Parameter.empty,
),
# for now, use config directly, eventually, will pop off of Runtime
"N/A",
inspect.Parameter.empty,
),
(
"writer",
(StreamWriter, "StreamWriter", inspect.Parameter.empty),
"stream_writer",
lambda _: None,
),
(
"store",
(
BaseStore,
"BaseStore",
inspect.Parameter.empty,
),
"store",
inspect.Parameter.empty,
),
(
"store",
(
Optional[BaseStore],
"Optional[BaseStore]",
),
"store",
None,
),
(
"previous",
(ANY_TYPE,),
"previous",
inspect.Parameter.empty,
),
(
"runtime",
(ANY_TYPE,),
# we never hit this block, we just inject runtime directly
"N/A",
inspect.Parameter.empty,
),
# Configuration for keyword arguments that can be injected at runtime
KWARGS_CONFIG_KEYS: tuple[tuple[str, str, Any], ...] = (
("config", "N/A", inspect.Parameter.empty),
("writer", "stream_writer", lambda _: None),
("store", "store", inspect.Parameter.empty),
("previous", "previous", inspect.Parameter.empty),
("runtime", "N/A", inspect.Parameter.empty),
)
"""List of kwargs that can be passed to functions, and their corresponding
config keys, default values and type annotations.
runtime keys and default values.
Used to configure keyword arguments that can be injected at runtime
from the `Runtime` object as kwargs to `invoke`, `ainvoke`, `stream` and `astream`.
For a keyword to be injected from the config object, the function signature
must contain a kwarg with the same name and a matching type annotation.
must contain a kwarg with the same name and a compatible type annotation.
Each tuple contains:
- the name of the kwarg in the function signature
- the type annotation(s) for the kwarg
- the `Runtime` attribute for fetching the value (N/A if not applicable)
This is fully internal and should be further refactored to use `get_type_hints`
to resolve forward references and optional types formatted like BaseStore | None.
- the `Runtime` attribute for fetching the value (N/A if not applicable)
- the default value to use if the runtime value is missing
"""
VALID_KINDS = (inspect.Parameter.POSITIONAL_OR_KEYWORD, inspect.Parameter.KEYWORD_ONLY)
@@ -291,22 +242,63 @@ class RunnableCallable(Runnable):
raise ValueError("At least one of func or afunc must be provided.")
self.func_accepts: dict[str, tuple[str, Any]] = {}
params = inspect.signature(cast(Callable, func or afunc)).parameters
func_or_afunc = cast(Callable, func or afunc)
params = inspect.signature(func_or_afunc).parameters
# Get resolved type hints to properly handle forward references and unions
try:
type_hints = get_type_hints(func_or_afunc)
except (NameError, AttributeError):
# Fallback to raw annotations if type resolution fails
type_hints = getattr(func_or_afunc, '__annotations__', {})
for kw, typ, runtime_key, default in KWARGS_CONFIG_KEYS:
for kw, runtime_key, default in KWARGS_CONFIG_KEYS:
p = params.get(kw)
if p is None or p.kind not in VALID_KINDS:
# If parameter is not found or is not a valid kind, skip
continue
if typ != (ANY_TYPE,) and p.annotation not in typ:
# A specific type is required, but the function annotation does
# not match the expected type.
continue
# If the kwarg is accepted by the function, store the key / runtime attribute to inject
self.func_accepts[kw] = (runtime_key, default)
# Get the resolved type hint for this parameter
param_type = type_hints.get(kw, p.annotation)
# Check if this parameter should be injected based on its type
if self._should_inject_param(kw, param_type):
self.func_accepts[kw] = (runtime_key, default)
def _should_inject_param(self, param_name: str, param_type: Any) -> bool:
"""Determine if a parameter should be injected based on its name and type."""
if param_name == "config":
# Accept RunnableConfig, Optional[RunnableConfig], or no annotation
return (
param_type is inspect.Parameter.empty
or param_type is RunnableConfig
or param_type == Optional[RunnableConfig]
or (hasattr(param_type, '__origin__') and param_type.__origin__ is Union
and RunnableConfig in param_type.__args__
and type(None) in param_type.__args__)
)
elif param_name == "writer":
# Accept StreamWriter or no annotation
return (
param_type is inspect.Parameter.empty
or param_type is StreamWriter
)
elif param_name == "store":
# Accept BaseStore, Optional[BaseStore], or no annotation
return (
param_type is inspect.Parameter.empty
or param_type is BaseStore
or param_type == Optional[BaseStore]
or (hasattr(param_type, '__origin__') and param_type.__origin__ is Union
and BaseStore in param_type.__args__
and type(None) in param_type.__args__)
)
elif param_name in ("previous", "runtime"):
# Accept any type for previous and runtime
return True
return False
def __repr__(self) -> str:
repr_args = {