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https://github.com/langchain-ai/langgraph.git
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@@ -1,5 +1,3 @@
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from __future__ import annotations
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import dataclasses
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import sys
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from collections import deque
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@@ -12,7 +10,9 @@ from typing import (
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Generic,
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Literal,
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NamedTuple,
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Optional,
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TypeVar,
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Union,
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cast,
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get_type_hints,
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)
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@@ -41,7 +41,7 @@ except ImportError:
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All = Literal["*"]
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"""Special value to indicate that graph should interrupt on all nodes."""
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Checkpointer = None | bool | BaseCheckpointSaver
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Checkpointer = Union[None, bool, BaseCheckpointSaver]
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"""Type of the checkpointer to use for a subgraph.
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- True enables persistent checkpointing for this subgraph.
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- False disables checkpointing, even if the parent graph has a checkpointer.
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@@ -117,13 +117,13 @@ class RetryPolicy(NamedTuple):
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"""Maximum number of attempts to make before giving up, including the first."""
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jitter: bool = True
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"""Whether to add random jitter to the interval between retries."""
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retry_on: (
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type[Exception] | Sequence[type[Exception]] | Callable[[Exception], bool]
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) = default_retry_on
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retry_on: Union[
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type[Exception], Sequence[type[Exception]], Callable[[Exception], bool]
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] = default_retry_on
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"""List of exception classes that should trigger a retry, or a callable that returns True for exceptions that should trigger a retry."""
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KeyFuncT = TypeVar("KeyFuncT", bound=Callable[..., str | bytes])
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KeyFuncT = TypeVar("KeyFuncT", bound=Callable[..., Union[str, bytes]])
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@dataclasses.dataclass(**_DC_KWARGS)
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@@ -134,7 +134,7 @@ class CachePolicy(Generic[KeyFuncT]):
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"""Function to generate a cache key from the node's input.
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Defaults to hashing the input with pickle."""
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ttl: int | None = None
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ttl: Optional[int] = None
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"""Time to live for the cache entry in seconds. If None, the entry never expires."""
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refresh: bool = False
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@@ -150,7 +150,7 @@ class Interrupt:
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value: Any
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resumable: bool = False
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ns: Sequence[str] | None = None
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ns: Optional[Sequence[str]] = None
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when: Literal["during"] = dataclasses.field(default="during", repr=False)
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@property
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@@ -162,8 +162,8 @@ class Interrupt:
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class StateUpdate(NamedTuple):
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values: dict[str, Any] | None
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as_node: str | None = None
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values: Optional[dict[str, Any]]
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as_node: Optional[str] = None
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class PregelTask(NamedTuple):
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@@ -171,11 +171,11 @@ class PregelTask(NamedTuple):
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id: str
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name: str
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path: tuple[str | int | tuple, ...]
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error: Exception | None = None
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path: tuple[Union[str, int, tuple], ...]
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error: Optional[Exception] = None
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interrupts: tuple[Interrupt, ...] = ()
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state: RunnableConfig | StateSnapshot | None = None
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result: Any | None = None
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state: Union[None, RunnableConfig, "StateSnapshot"] = None
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result: Optional[Any] = None
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if sys.version_info > (3, 11):
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@@ -189,7 +189,7 @@ class CacheKey(NamedTuple):
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key: str
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"""Key for the cache entry."""
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ttl: int | None
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ttl: Optional[int]
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"""Time to live for the cache entry in seconds."""
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refresh: bool
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"""Whether to force a refresh of the cache entry when it is accessed."""
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@@ -204,28 +204,28 @@ class PregelExecutableTask:
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config: RunnableConfig
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triggers: Sequence[str]
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retry_policy: Sequence[RetryPolicy]
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cache_key: CacheKey | None
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cache_key: Optional[CacheKey]
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id: str
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path: tuple[str | int | tuple, ...]
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path: tuple[Union[str, int, tuple], ...]
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scheduled: bool = False
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writers: Sequence[Runnable] = ()
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subgraphs: Sequence[PregelProtocol] = ()
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subgraphs: Sequence["PregelProtocol"] = ()
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class StateSnapshot(NamedTuple):
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"""Snapshot of the state of the graph at the beginning of a step."""
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values: dict[str, Any] | Any
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values: Union[dict[str, Any], Any]
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"""Current values of channels."""
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next: tuple[str, ...]
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"""The name of the node to execute in each task for this step."""
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config: RunnableConfig
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"""Config used to fetch this snapshot."""
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metadata: CheckpointMetadata | None
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metadata: Optional[CheckpointMetadata]
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"""Metadata associated with this snapshot."""
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created_at: str | None
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created_at: Optional[str]
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"""Timestamp of snapshot creation."""
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parent_config: RunnableConfig | None
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parent_config: Optional[RunnableConfig]
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"""Config used to fetch the parent snapshot, if any."""
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tasks: tuple[PregelTask, ...]
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"""Tasks to execute in this step. If already attempted, may contain an error."""
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@@ -332,10 +332,10 @@ class Command(Generic[N], ToolOutputMixin):
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- sequence of `Send` objects
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"""
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graph: str | None = None
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update: Any | None = None
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resume: dict[str, Any] | Any | None = None
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goto: Send | N | Sequence[Send | N] = ()
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graph: Optional[str] = None
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update: Optional[Any] = None
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resume: Optional[Union[dict[str, Any], Any]] = None
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goto: Union[Send, Sequence[Union[Send, N]], N] = ()
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def __repr__(self) -> str:
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# get all non-None values
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@@ -385,8 +385,8 @@ class StreamProtocol:
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class LoopProtocol:
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config: RunnableConfig
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store: BaseStore | None
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stream: StreamProtocol | None
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store: Optional["BaseStore"]
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stream: Optional[StreamProtocol]
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step: int
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stop: int
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@@ -396,8 +396,8 @@ class LoopProtocol:
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step: int,
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stop: int,
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config: RunnableConfig,
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store: BaseStore | None = None,
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stream: StreamProtocol | None = None,
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store: Optional["BaseStore"] = None,
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stream: Optional[StreamProtocol] = None,
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) -> None:
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self.stream = stream
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self.config = config
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