mirror of
https://github.com/langchain-ai/langgraph.git
synced 2026-08-29 11:19:54 +02:00
merge
This commit is contained in:
@@ -217,11 +217,6 @@
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@@ -343,13 +338,6 @@ ajv@^6.14.0:
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||||
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uri-js "^4.2.2"
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@@ -508,38 +496,11 @@ camelcase@6:
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console-table-printer@^2.12.1:
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@@ -1059,11 +1020,6 @@ has-bigints@^1.0.2:
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@@ -1372,16 +1328,12 @@ keyv@^4.5.4:
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json-buffer "3.0.1"
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uuid "10.0.0"
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levn@^0.4.1:
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@@ -1528,7 +1480,7 @@ p-locate@^5.0.0:
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dependencies:
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||||
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side-channel-weakmap "^1.0.2"
|
||||
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+20
-20
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||||
[[package]]
|
||||
|
||||
@@ -0,0 +1,412 @@
|
||||
"""Graph lifecycle callback interfaces and event payloads.
|
||||
|
||||
This module defines the public callback surface for observing LangGraph-specific
|
||||
lifecycle transitions such as interrupt and resume.
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from collections.abc import Sequence
|
||||
from dataclasses import dataclass
|
||||
from typing import Any, Literal, TypeAlias, TypeVar
|
||||
from uuid import UUID
|
||||
|
||||
from langchain_core.callbacks import BaseCallbackHandler, BaseCallbackManager
|
||||
from langchain_core.callbacks.manager import ahandle_event, handle_event
|
||||
from langchain_core.runnables import RunnableConfig
|
||||
|
||||
from langgraph.types import Interrupt
|
||||
|
||||
__all__ = (
|
||||
"GraphCallbackHandler",
|
||||
"GraphInterruptEvent",
|
||||
"GraphLifecycleEvent",
|
||||
"GraphLifecycleStatus",
|
||||
"GraphResumeEvent",
|
||||
"get_async_graph_callback_manager_for_config",
|
||||
"get_sync_graph_callback_manager_for_config",
|
||||
)
|
||||
|
||||
|
||||
GraphLifecycleStatus: TypeAlias = Literal[
|
||||
"input",
|
||||
"pending",
|
||||
"done",
|
||||
"interrupt_before",
|
||||
"interrupt_after",
|
||||
"out_of_steps",
|
||||
]
|
||||
"""Allowed lifecycle statuses reported in graph lifecycle callback events."""
|
||||
|
||||
|
||||
@dataclass(frozen=True)
|
||||
class GraphInterruptEvent:
|
||||
"""Graph lifecycle event emitted when execution pauses for interrupts."""
|
||||
|
||||
run_id: UUID | None
|
||||
"""Run id for the current graph execution, if available."""
|
||||
|
||||
status: GraphLifecycleStatus
|
||||
"""Loop status when the interrupt was captured."""
|
||||
|
||||
checkpoint_id: str
|
||||
"""Checkpoint id associated with the interrupted execution."""
|
||||
|
||||
checkpoint_ns: tuple[str, ...]
|
||||
"""Checkpoint namespace path for the current graph or subgraph."""
|
||||
|
||||
interrupts: tuple[Interrupt, ...]
|
||||
"""Interrupt payloads that caused the graph to pause."""
|
||||
|
||||
|
||||
@dataclass(frozen=True)
|
||||
class GraphResumeEvent:
|
||||
"""Graph lifecycle event emitted when execution resumes from a checkpoint."""
|
||||
|
||||
run_id: UUID | None
|
||||
"""Run id for the current graph execution, if available."""
|
||||
|
||||
status: GraphLifecycleStatus
|
||||
"""Loop status when the resume was captured."""
|
||||
|
||||
checkpoint_id: str
|
||||
"""Checkpoint id the graph resumed from."""
|
||||
|
||||
checkpoint_ns: tuple[str, ...]
|
||||
"""Checkpoint namespace path for the current graph or subgraph."""
|
||||
|
||||
|
||||
GraphLifecycleEvent: TypeAlias = GraphInterruptEvent | GraphResumeEvent
|
||||
"""Union of all public graph lifecycle callback event payloads.
|
||||
|
||||
Use this alias when a callback or helper can receive either interrupt or resume
|
||||
lifecycle events.
|
||||
"""
|
||||
|
||||
|
||||
class GraphCallbackHandler(BaseCallbackHandler):
|
||||
"""Base class for graph-level lifecycle callbacks.
|
||||
|
||||
Subclass this handler to observe graph lifecycle transitions that are
|
||||
specific to LangGraph execution, rather than generic LangChain runnable
|
||||
callbacks.
|
||||
|
||||
Instances can be passed through `config["callbacks"]` when invoking a
|
||||
graph. Only handlers that inherit from `GraphCallbackHandler` receive these
|
||||
lifecycle events.
|
||||
"""
|
||||
|
||||
def on_interrupt(self, event: GraphInterruptEvent) -> Any:
|
||||
"""Run when graph execution pauses due to one or more interrupts.
|
||||
|
||||
Args:
|
||||
event: Interrupt lifecycle event payload.
|
||||
"""
|
||||
|
||||
def on_resume(self, event: GraphResumeEvent) -> Any:
|
||||
"""Run when graph execution resumes from a persisted checkpoint.
|
||||
|
||||
Args:
|
||||
event: Resume lifecycle event payload.
|
||||
"""
|
||||
|
||||
|
||||
_MISSING = object()
|
||||
|
||||
|
||||
def _filter_graph_handlers(
|
||||
handlers: list[BaseCallbackHandler],
|
||||
) -> list[GraphCallbackHandler]:
|
||||
return [h for h in handlers if isinstance(h, GraphCallbackHandler)]
|
||||
|
||||
|
||||
def _init_base_manager(
|
||||
manager: BaseCallbackManager,
|
||||
handlers: Sequence[GraphCallbackHandler] | None,
|
||||
inheritable_handlers: Sequence[GraphCallbackHandler] | None,
|
||||
parent_run_id: UUID | None,
|
||||
*,
|
||||
tags: list[str] | None,
|
||||
inheritable_tags: list[str] | None,
|
||||
metadata: dict[str, Any] | None,
|
||||
inheritable_metadata: dict[str, Any] | None,
|
||||
run_id: UUID | None,
|
||||
) -> None:
|
||||
base_handlers: list[BaseCallbackHandler] = []
|
||||
base_inheritable_handlers: list[BaseCallbackHandler] = []
|
||||
if handlers is not None:
|
||||
base_handlers.extend(handlers)
|
||||
if inheritable_handlers is not None:
|
||||
base_inheritable_handlers.extend(inheritable_handlers)
|
||||
BaseCallbackManager.__init__(
|
||||
manager,
|
||||
handlers=base_handlers,
|
||||
inheritable_handlers=base_inheritable_handlers,
|
||||
parent_run_id=parent_run_id,
|
||||
tags=tags,
|
||||
inheritable_tags=inheritable_tags,
|
||||
metadata=metadata,
|
||||
inheritable_metadata=inheritable_metadata,
|
||||
)
|
||||
manager.run_id = run_id # type: ignore[attr-defined]
|
||||
|
||||
|
||||
def _configure_graph_callbacks(
|
||||
cls: type[_GraphManagerT],
|
||||
callbacks: object | None,
|
||||
*,
|
||||
run_id: UUID | None,
|
||||
) -> _GraphManagerT:
|
||||
if callbacks is None:
|
||||
return cls(run_id=run_id)
|
||||
if isinstance(callbacks, cls):
|
||||
return callbacks.copy(run_id=run_id)
|
||||
if isinstance(callbacks, (_GraphCallbackManager, _AsyncGraphCallbackManager)):
|
||||
# Cross-type: extract handlers into the requested cls.
|
||||
return cls(
|
||||
handlers=_filter_graph_handlers(callbacks.handlers),
|
||||
inheritable_handlers=_filter_graph_handlers(callbacks.inheritable_handlers),
|
||||
parent_run_id=callbacks.parent_run_id,
|
||||
tags=callbacks.tags.copy(),
|
||||
inheritable_tags=callbacks.inheritable_tags.copy(),
|
||||
metadata=callbacks.metadata.copy(),
|
||||
inheritable_metadata=callbacks.inheritable_metadata.copy(),
|
||||
run_id=run_id,
|
||||
)
|
||||
if isinstance(callbacks, BaseCallbackManager):
|
||||
return cls(
|
||||
handlers=_filter_graph_handlers(callbacks.handlers),
|
||||
inheritable_handlers=_filter_graph_handlers(callbacks.inheritable_handlers),
|
||||
parent_run_id=callbacks.parent_run_id,
|
||||
tags=callbacks.tags.copy(),
|
||||
inheritable_tags=callbacks.inheritable_tags.copy(),
|
||||
metadata=callbacks.metadata.copy(),
|
||||
inheritable_metadata=callbacks.inheritable_metadata.copy(),
|
||||
run_id=run_id,
|
||||
)
|
||||
if isinstance(callbacks, GraphCallbackHandler):
|
||||
return cls((callbacks,), run_id=run_id)
|
||||
if isinstance(callbacks, (str, bytes)) or not isinstance(callbacks, Sequence):
|
||||
raise TypeError("callbacks must be a handler, sequence, or manager")
|
||||
return cls(_filter_graph_handlers(list(callbacks)), run_id=run_id)
|
||||
|
||||
|
||||
def _copy_graph_manager(
|
||||
manager: _GraphCallbackManager | _AsyncGraphCallbackManager,
|
||||
cls: type[_GraphManagerT],
|
||||
run_id: UUID | None | object,
|
||||
) -> _GraphManagerT:
|
||||
resolved_run_id: UUID | None
|
||||
if run_id is _MISSING:
|
||||
resolved_run_id = manager.run_id
|
||||
else:
|
||||
if run_id is not None and not isinstance(run_id, UUID):
|
||||
raise TypeError("run_id must be a UUID or None")
|
||||
resolved_run_id = run_id
|
||||
|
||||
return cls(
|
||||
handlers=_filter_graph_handlers(manager.handlers),
|
||||
inheritable_handlers=_filter_graph_handlers(manager.inheritable_handlers),
|
||||
parent_run_id=manager.parent_run_id,
|
||||
tags=manager.tags.copy(),
|
||||
inheritable_tags=manager.inheritable_tags.copy(),
|
||||
metadata=manager.metadata.copy(),
|
||||
inheritable_metadata=manager.inheritable_metadata.copy(),
|
||||
run_id=resolved_run_id,
|
||||
)
|
||||
|
||||
|
||||
class _GraphCallbackManager(BaseCallbackManager):
|
||||
"""Sync dispatcher for graph lifecycle events."""
|
||||
|
||||
run_id: UUID | None
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
handlers: Sequence[GraphCallbackHandler] | None = None,
|
||||
inheritable_handlers: Sequence[GraphCallbackHandler] | None = None,
|
||||
parent_run_id: UUID | None = None,
|
||||
*,
|
||||
tags: list[str] | None = None,
|
||||
inheritable_tags: list[str] | None = None,
|
||||
metadata: dict[str, Any] | None = None,
|
||||
inheritable_metadata: dict[str, Any] | None = None,
|
||||
run_id: UUID | None = None,
|
||||
) -> None:
|
||||
_init_base_manager(
|
||||
self,
|
||||
handlers,
|
||||
inheritable_handlers,
|
||||
parent_run_id,
|
||||
tags=tags,
|
||||
inheritable_tags=inheritable_tags,
|
||||
metadata=metadata,
|
||||
inheritable_metadata=inheritable_metadata,
|
||||
run_id=run_id,
|
||||
)
|
||||
|
||||
def add_handler(
|
||||
self,
|
||||
handler: BaseCallbackHandler,
|
||||
inherit: bool = True, # noqa: FBT001,FBT002
|
||||
) -> None:
|
||||
if not isinstance(handler, GraphCallbackHandler):
|
||||
raise TypeError("handlers must inherit GraphCallbackHandler")
|
||||
super().add_handler(handler, inherit=inherit)
|
||||
|
||||
def copy(
|
||||
self,
|
||||
*,
|
||||
run_id: UUID | None | object = _MISSING,
|
||||
) -> _GraphCallbackManager:
|
||||
return _copy_graph_manager(self, _GraphCallbackManager, run_id)
|
||||
|
||||
@classmethod
|
||||
def configure(
|
||||
cls,
|
||||
callbacks: object | None = None,
|
||||
*,
|
||||
run_id: UUID | None = None,
|
||||
) -> _GraphCallbackManager:
|
||||
return _configure_graph_callbacks(cls, callbacks, run_id=run_id)
|
||||
|
||||
def on_interrupt(self, event: GraphInterruptEvent) -> None:
|
||||
handle_event(
|
||||
self.handlers,
|
||||
"on_interrupt",
|
||||
None,
|
||||
event,
|
||||
)
|
||||
|
||||
def on_resume(self, event: GraphResumeEvent) -> None:
|
||||
handle_event(
|
||||
self.handlers,
|
||||
"on_resume",
|
||||
None,
|
||||
event,
|
||||
)
|
||||
|
||||
|
||||
class _AsyncGraphCallbackManager(BaseCallbackManager):
|
||||
"""Async dispatcher for graph lifecycle events."""
|
||||
|
||||
run_id: UUID | None
|
||||
|
||||
@property
|
||||
def is_async(self) -> bool:
|
||||
"""Return whether the manager is async."""
|
||||
return True
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
handlers: Sequence[GraphCallbackHandler] | None = None,
|
||||
inheritable_handlers: Sequence[GraphCallbackHandler] | None = None,
|
||||
parent_run_id: UUID | None = None,
|
||||
*,
|
||||
tags: list[str] | None = None,
|
||||
inheritable_tags: list[str] | None = None,
|
||||
metadata: dict[str, Any] | None = None,
|
||||
inheritable_metadata: dict[str, Any] | None = None,
|
||||
run_id: UUID | None = None,
|
||||
) -> None:
|
||||
_init_base_manager(
|
||||
self,
|
||||
handlers,
|
||||
inheritable_handlers,
|
||||
parent_run_id,
|
||||
tags=tags,
|
||||
inheritable_tags=inheritable_tags,
|
||||
metadata=metadata,
|
||||
inheritable_metadata=inheritable_metadata,
|
||||
run_id=run_id,
|
||||
)
|
||||
|
||||
def add_handler(
|
||||
self,
|
||||
handler: BaseCallbackHandler,
|
||||
inherit: bool = True, # noqa: FBT001,FBT002
|
||||
) -> None:
|
||||
if not isinstance(handler, GraphCallbackHandler):
|
||||
raise TypeError("handlers must inherit GraphCallbackHandler")
|
||||
super().add_handler(handler, inherit=inherit)
|
||||
|
||||
def copy(
|
||||
self,
|
||||
*,
|
||||
run_id: UUID | None | object = _MISSING,
|
||||
) -> _AsyncGraphCallbackManager:
|
||||
return _copy_graph_manager(self, _AsyncGraphCallbackManager, run_id)
|
||||
|
||||
@classmethod
|
||||
def configure(
|
||||
cls,
|
||||
callbacks: object | None = None,
|
||||
*,
|
||||
run_id: UUID | None = None,
|
||||
) -> _AsyncGraphCallbackManager:
|
||||
return _configure_graph_callbacks(cls, callbacks, run_id=run_id)
|
||||
|
||||
async def on_interrupt(self, event: GraphInterruptEvent) -> None:
|
||||
await ahandle_event(
|
||||
self.handlers,
|
||||
"on_interrupt",
|
||||
None,
|
||||
event,
|
||||
)
|
||||
|
||||
async def on_resume(self, event: GraphResumeEvent) -> None:
|
||||
await ahandle_event(
|
||||
self.handlers,
|
||||
"on_resume",
|
||||
None,
|
||||
event,
|
||||
)
|
||||
|
||||
|
||||
_GraphManagerT = TypeVar(
|
||||
"_GraphManagerT", _GraphCallbackManager, _AsyncGraphCallbackManager
|
||||
)
|
||||
|
||||
GraphCallbacks: TypeAlias = (
|
||||
_GraphCallbackManager
|
||||
| _AsyncGraphCallbackManager
|
||||
| BaseCallbackManager
|
||||
| GraphCallbackHandler
|
||||
| Sequence[BaseCallbackHandler]
|
||||
| Sequence[GraphCallbackHandler]
|
||||
| None
|
||||
)
|
||||
|
||||
|
||||
def get_sync_graph_callback_manager_for_config(
|
||||
config: RunnableConfig,
|
||||
*,
|
||||
run_id: UUID | None = None,
|
||||
) -> _GraphCallbackManager:
|
||||
"""Build a sync graph lifecycle callback manager from a runnable config.
|
||||
|
||||
This helper filters `config["callbacks"]` down to handlers that inherit
|
||||
from `GraphCallbackHandler` and binds the provided `run_id` onto the
|
||||
returned manager.
|
||||
"""
|
||||
return _GraphCallbackManager.configure(
|
||||
config.get("callbacks"),
|
||||
run_id=run_id,
|
||||
)
|
||||
|
||||
|
||||
def get_async_graph_callback_manager_for_config(
|
||||
config: RunnableConfig,
|
||||
*,
|
||||
run_id: UUID | None = None,
|
||||
) -> _AsyncGraphCallbackManager:
|
||||
"""Build an async graph lifecycle callback manager from a runnable config.
|
||||
|
||||
This helper filters `config["callbacks"]` down to handlers that inherit
|
||||
from `GraphCallbackHandler` and binds the provided `run_id` onto the
|
||||
returned manager.
|
||||
"""
|
||||
return _AsyncGraphCallbackManager.configure(
|
||||
config.get("callbacks"),
|
||||
run_id=run_id,
|
||||
)
|
||||
@@ -60,6 +60,11 @@ from langgraph._internal._constants import (
|
||||
from langgraph._internal._replay import ReplayState
|
||||
from langgraph._internal._scratchpad import PregelScratchpad
|
||||
from langgraph._internal._typing import EMPTY_SEQ, MISSING
|
||||
from langgraph.callbacks import (
|
||||
GraphInterruptEvent,
|
||||
GraphLifecycleEvent,
|
||||
GraphResumeEvent,
|
||||
)
|
||||
from langgraph.channels.base import BaseChannel
|
||||
from langgraph.channels.untracked_value import UntrackedValue
|
||||
from langgraph.constants import TAG_HIDDEN
|
||||
@@ -120,6 +125,7 @@ from langgraph.types import (
|
||||
CachePolicy,
|
||||
Command,
|
||||
Durability,
|
||||
Interrupt,
|
||||
PregelExecutableTask,
|
||||
RetryPolicy,
|
||||
Send,
|
||||
@@ -193,6 +199,8 @@ class PregelLoop:
|
||||
tasks: dict[str, PregelExecutableTask]
|
||||
output: None | dict[str, Any] | Any = None
|
||||
updated_channels: set[str] | None = None
|
||||
_graph_lifecycle_events: deque[GraphLifecycleEvent]
|
||||
_has_graph_lifecycle_callbacks: bool
|
||||
|
||||
# public
|
||||
|
||||
@@ -218,6 +226,7 @@ class PregelLoop:
|
||||
migrate_checkpoint: Callable[[Checkpoint], None] | None = None,
|
||||
retry_policy: Sequence[RetryPolicy] = (),
|
||||
cache_policy: CachePolicy | None = None,
|
||||
has_graph_lifecycle_callbacks: bool = False,
|
||||
) -> None:
|
||||
self.stream = stream
|
||||
self.config = config
|
||||
@@ -242,6 +251,8 @@ class PregelLoop:
|
||||
self.retry_policy = retry_policy
|
||||
self.cache_policy = cache_policy
|
||||
self.durability = durability
|
||||
self._has_graph_lifecycle_callbacks = has_graph_lifecycle_callbacks
|
||||
self._graph_lifecycle_events = deque()
|
||||
if self.stream is not None and CONFIG_KEY_STREAM in config[CONF]:
|
||||
self.stream = DuplexStream(self.stream, config[CONF][CONFIG_KEY_STREAM])
|
||||
scratchpad: PregelScratchpad | None = config[CONF].get(CONFIG_KEY_SCRATCHPAD)
|
||||
@@ -293,6 +304,40 @@ class PregelLoop:
|
||||
)
|
||||
self.prev_checkpoint_config = None
|
||||
|
||||
def _push_graph_lifecycle_event(
|
||||
self,
|
||||
kind: Literal["resume", "interrupt"],
|
||||
*,
|
||||
interrupts: tuple[Interrupt, ...] = (),
|
||||
) -> None:
|
||||
if kind == "resume":
|
||||
self._graph_lifecycle_events.append(
|
||||
GraphResumeEvent(
|
||||
run_id=None,
|
||||
status=self.status,
|
||||
checkpoint_id=self.checkpoint["id"],
|
||||
checkpoint_ns=self.checkpoint_ns,
|
||||
)
|
||||
)
|
||||
elif kind == "interrupt":
|
||||
self._graph_lifecycle_events.append(
|
||||
GraphInterruptEvent(
|
||||
run_id=None,
|
||||
status=self.status,
|
||||
checkpoint_id=self.checkpoint["id"],
|
||||
checkpoint_ns=self.checkpoint_ns,
|
||||
interrupts=interrupts,
|
||||
)
|
||||
)
|
||||
else:
|
||||
msg = f"Unknown graph lifecycle event type: {kind}"
|
||||
raise AssertionError(msg)
|
||||
|
||||
def _pop_lifecycle_event(self) -> GraphLifecycleEvent | None:
|
||||
if not self._graph_lifecycle_events:
|
||||
return None
|
||||
return self._graph_lifecycle_events.popleft()
|
||||
|
||||
def put_writes(self, task_id: str, writes: WritesT) -> None:
|
||||
"""Put writes for a task, to be read by the next tick."""
|
||||
if not writes:
|
||||
@@ -776,6 +821,8 @@ class PregelLoop:
|
||||
)
|
||||
# set flag
|
||||
self.status = "pending"
|
||||
if is_resuming:
|
||||
self._push_graph_lifecycle_event("resume")
|
||||
return updated_channels, checkpoint_request
|
||||
|
||||
def _prepare_checkpoint(
|
||||
@@ -861,8 +908,11 @@ class PregelLoop:
|
||||
exc_type: type[BaseException] | None,
|
||||
exc_value: BaseException | None,
|
||||
) -> bool | None:
|
||||
suppress = isinstance(exc_value, GraphInterrupt) and not self.is_nested
|
||||
if suppress:
|
||||
if isinstance(exc_value, GraphInterrupt) and not self.is_nested:
|
||||
interrupt = exc_value
|
||||
interrupts = tuple(interrupt.args[0]) if interrupt.args else ()
|
||||
self._push_graph_lifecycle_event("interrupt", interrupts=interrupts)
|
||||
# emit one last "values" event, with pending writes applied
|
||||
if (
|
||||
hasattr(self, "tasks")
|
||||
and self.checkpoint_pending_writes
|
||||
@@ -887,12 +937,12 @@ class PregelLoop:
|
||||
[w for t in self.tasks.values() for w in t.writes],
|
||||
self.channels,
|
||||
)
|
||||
if exc_value is not None and (not exc_value.args or not exc_value.args[0]):
|
||||
# emit INTERRUPT if exception is empty (otherwise emitted by put_writes)
|
||||
if not interrupt.args or not interrupt.args[0]:
|
||||
interrupt_payload = interrupt.args[0] if interrupt.args else ()
|
||||
self._emit(
|
||||
"updates",
|
||||
lambda: iter(
|
||||
[{INTERRUPT: cast(GraphInterrupt, exc_value).args[0]}]
|
||||
),
|
||||
lambda: iter([{INTERRUPT: interrupt_payload}]),
|
||||
)
|
||||
self.output = read_channels(self.channels, self.output_keys)
|
||||
return True
|
||||
@@ -1027,6 +1077,7 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
|
||||
migrate_checkpoint: Callable[[Checkpoint], None] | None = None,
|
||||
retry_policy: Sequence[RetryPolicy] = (),
|
||||
cache_policy: CachePolicy | None = None,
|
||||
has_graph_lifecycle_callbacks: bool = False,
|
||||
) -> None:
|
||||
super().__init__(
|
||||
input,
|
||||
@@ -1048,6 +1099,7 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
|
||||
retry_policy=retry_policy,
|
||||
cache_policy=cache_policy,
|
||||
durability=durability,
|
||||
has_graph_lifecycle_callbacks=has_graph_lifecycle_callbacks,
|
||||
)
|
||||
self.stack = ExitStack()
|
||||
if checkpointer:
|
||||
@@ -1127,6 +1179,7 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
|
||||
# context manager
|
||||
|
||||
def __enter__(self) -> Self:
|
||||
self._graph_lifecycle_events = deque()
|
||||
if not self.checkpointer:
|
||||
saved = None
|
||||
elif self.checkpoint_config[CONF].get(CONFIG_KEY_CHECKPOINT_ID):
|
||||
@@ -1233,6 +1286,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
|
||||
migrate_checkpoint: Callable[[Checkpoint], None] | None = None,
|
||||
retry_policy: Sequence[RetryPolicy] = (),
|
||||
cache_policy: CachePolicy | None = None,
|
||||
has_graph_lifecycle_callbacks: bool = False,
|
||||
) -> None:
|
||||
super().__init__(
|
||||
input,
|
||||
@@ -1254,6 +1308,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
|
||||
retry_policy=retry_policy,
|
||||
cache_policy=cache_policy,
|
||||
durability=durability,
|
||||
has_graph_lifecycle_callbacks=has_graph_lifecycle_callbacks,
|
||||
)
|
||||
self.stack = AsyncExitStack()
|
||||
if checkpointer:
|
||||
@@ -1348,6 +1403,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
|
||||
# context manager
|
||||
|
||||
async def __aenter__(self) -> Self:
|
||||
self._graph_lifecycle_events = deque()
|
||||
if not self.checkpointer:
|
||||
saved = None
|
||||
elif self.checkpoint_config[CONF].get(CONFIG_KEY_CHECKPOINT_ID):
|
||||
|
||||
@@ -16,7 +16,7 @@ from collections.abc import (
|
||||
Mapping,
|
||||
Sequence,
|
||||
)
|
||||
from dataclasses import is_dataclass
|
||||
from dataclasses import is_dataclass, replace
|
||||
from functools import partial
|
||||
from inspect import isclass
|
||||
from typing import (
|
||||
@@ -96,6 +96,12 @@ from langgraph._internal._runnable import (
|
||||
coerce_to_runnable,
|
||||
)
|
||||
from langgraph._internal._typing import MISSING, DeprecatedKwargs
|
||||
from langgraph.callbacks import (
|
||||
GraphInterruptEvent,
|
||||
GraphResumeEvent,
|
||||
get_async_graph_callback_manager_for_config,
|
||||
get_sync_graph_callback_manager_for_config,
|
||||
)
|
||||
from langgraph.channels.base import BaseChannel
|
||||
from langgraph.channels.topic import Topic
|
||||
from langgraph.config import get_config
|
||||
@@ -2585,6 +2591,10 @@ class Pregel(
|
||||
name=config.get("run_name", self.get_name()),
|
||||
run_id=config.get("run_id"),
|
||||
)
|
||||
graph_callback_manager = get_sync_graph_callback_manager_for_config(
|
||||
config,
|
||||
run_id=run_manager.run_id,
|
||||
)
|
||||
try:
|
||||
# assign defaults
|
||||
(
|
||||
@@ -2669,6 +2679,17 @@ class Pregel(
|
||||
_output_mapper = self._output_mapper if version == "v2" else None
|
||||
_state_mapper = self._state_mapper if version == "v2" else None
|
||||
|
||||
def emit_graph_lifecycle_events(loop: SyncPregelLoop) -> None:
|
||||
while (event := loop._pop_lifecycle_event()) is not None:
|
||||
if isinstance(event, GraphResumeEvent):
|
||||
graph_callback_manager.on_resume(
|
||||
replace(event, run_id=graph_callback_manager.run_id)
|
||||
)
|
||||
else:
|
||||
graph_callback_manager.on_interrupt(
|
||||
replace(event, run_id=graph_callback_manager.run_id)
|
||||
)
|
||||
|
||||
with SyncPregelLoop(
|
||||
input,
|
||||
stream=StreamProtocol(stream.put, stream_modes),
|
||||
@@ -2689,7 +2710,9 @@ class Pregel(
|
||||
migrate_checkpoint=self._migrate_checkpoint,
|
||||
retry_policy=self.retry_policy,
|
||||
cache_policy=self.cache_policy,
|
||||
has_graph_lifecycle_callbacks=bool(graph_callback_manager.handlers),
|
||||
) as loop:
|
||||
emit_graph_lifecycle_events(loop)
|
||||
# create runner
|
||||
runner = PregelRunner(
|
||||
submit=config[CONF].get(
|
||||
@@ -2751,6 +2774,8 @@ class Pregel(
|
||||
_state_mapper,
|
||||
)
|
||||
loop.after_tick()
|
||||
emit_graph_lifecycle_events(loop)
|
||||
emit_graph_lifecycle_events(loop)
|
||||
# emit output
|
||||
yield from _output(
|
||||
stream_mode,
|
||||
@@ -2925,6 +2950,10 @@ class Pregel(
|
||||
name=config.get("run_name", self.get_name()),
|
||||
run_id=config.get("run_id"),
|
||||
)
|
||||
graph_callback_manager = get_async_graph_callback_manager_for_config(
|
||||
config,
|
||||
run_id=run_manager.run_id,
|
||||
)
|
||||
# if running from astream_log() run each proc with streaming
|
||||
do_stream = (
|
||||
next(
|
||||
@@ -3039,6 +3068,28 @@ class Pregel(
|
||||
_output_mapper = self._output_mapper if version == "v2" else None
|
||||
_state_mapper = self._state_mapper if version == "v2" else None
|
||||
|
||||
async def aemit_graph_lifecycle_events(loop: AsyncPregelLoop) -> None:
|
||||
while (event := loop._pop_lifecycle_event()) is not None:
|
||||
if isinstance(event, GraphResumeEvent):
|
||||
await graph_callback_manager.on_resume(
|
||||
GraphResumeEvent(
|
||||
run_id=graph_callback_manager.run_id,
|
||||
status=event.status,
|
||||
checkpoint_id=event.checkpoint_id,
|
||||
checkpoint_ns=event.checkpoint_ns,
|
||||
)
|
||||
)
|
||||
else:
|
||||
await graph_callback_manager.on_interrupt(
|
||||
GraphInterruptEvent(
|
||||
run_id=graph_callback_manager.run_id,
|
||||
status=event.status,
|
||||
checkpoint_id=event.checkpoint_id,
|
||||
checkpoint_ns=event.checkpoint_ns,
|
||||
interrupts=event.interrupts,
|
||||
)
|
||||
)
|
||||
|
||||
async with AsyncPregelLoop(
|
||||
input,
|
||||
stream=StreamProtocol(stream.put_nowait, stream_modes),
|
||||
@@ -3059,7 +3110,9 @@ class Pregel(
|
||||
migrate_checkpoint=self._migrate_checkpoint,
|
||||
retry_policy=self.retry_policy,
|
||||
cache_policy=self.cache_policy,
|
||||
has_graph_lifecycle_callbacks=bool(graph_callback_manager.handlers),
|
||||
) as loop:
|
||||
await aemit_graph_lifecycle_events(loop)
|
||||
# create runner
|
||||
runner = PregelRunner(
|
||||
submit=config[CONF].get(
|
||||
@@ -3141,11 +3194,14 @@ class Pregel(
|
||||
):
|
||||
yield o
|
||||
await loop.aafter_tick()
|
||||
await aemit_graph_lifecycle_events(loop)
|
||||
finally:
|
||||
# ensure waiter doesn't remain pending on cancel/shutdown
|
||||
if _cleanup_waiter is not None:
|
||||
await _cleanup_waiter()
|
||||
|
||||
await aemit_graph_lifecycle_events(loop)
|
||||
|
||||
# emit output
|
||||
for o in _output(
|
||||
stream_mode,
|
||||
@@ -3653,15 +3709,14 @@ def _coerce_checkpoint_values(payload: Any, mapper: Callable[[Any], Any]) -> Non
|
||||
def _build_server_info(
|
||||
config: RunnableConfig, parent_runtime: Runtime[Any]
|
||||
) -> ServerInfo | None:
|
||||
"""Build ServerInfo from config metadata and configurable.
|
||||
"""Build ServerInfo from config configurable.
|
||||
|
||||
The server puts assistant_id/graph_id in config metadata and the
|
||||
The server puts assistant_id/graph_id in config configurable and the
|
||||
authenticated user dict in configurable["langgraph_auth_user"].
|
||||
"""
|
||||
metadata = config.get("metadata") or {}
|
||||
configurable = config.get(CONF) or {}
|
||||
assistant_id = metadata.get("assistant_id")
|
||||
graph_id = metadata.get("graph_id")
|
||||
assistant_id = configurable.get("assistant_id")
|
||||
graph_id = configurable.get("graph_id")
|
||||
|
||||
# Read authenticated user from configurable (set by LangGraph Server).
|
||||
# We prefer isinstance(BaseUser) but fall back to hasattr("identity")
|
||||
|
||||
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
|
||||
|
||||
[project]
|
||||
name = "langgraph"
|
||||
version = "1.1.6"
|
||||
version = "1.1.7a1"
|
||||
description = "Building stateful, multi-actor applications with LLMs"
|
||||
authors = []
|
||||
requires-python = ">=3.10"
|
||||
|
||||
@@ -0,0 +1,277 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import sys
|
||||
from typing import Any
|
||||
|
||||
import pytest
|
||||
from langchain_core.callbacks.base import BaseCallbackHandler
|
||||
from langchain_core.callbacks.manager import CallbackManager
|
||||
from langgraph.checkpoint.memory import InMemorySaver
|
||||
from typing_extensions import TypedDict
|
||||
|
||||
from langgraph.callbacks import (
|
||||
GraphCallbackHandler,
|
||||
GraphInterruptEvent,
|
||||
GraphResumeEvent,
|
||||
)
|
||||
from langgraph.graph import START, StateGraph
|
||||
from langgraph.types import Command, Interrupt, interrupt
|
||||
|
||||
NEEDS_CONTEXTVARS = pytest.mark.skipif(
|
||||
sys.version_info < (3, 11),
|
||||
reason="Python 3.11+ is required for async contextvars support",
|
||||
)
|
||||
|
||||
|
||||
class _GraphEventHandler(GraphCallbackHandler):
|
||||
def __init__(self) -> None:
|
||||
self.interrupt_events: list[GraphInterruptEvent] = []
|
||||
self.resume_events: list[GraphResumeEvent] = []
|
||||
|
||||
def on_interrupt(self, event: GraphInterruptEvent) -> Any:
|
||||
self.interrupt_events.append(event)
|
||||
|
||||
def on_resume(self, event: GraphResumeEvent) -> Any:
|
||||
self.resume_events.append(event)
|
||||
|
||||
|
||||
class _LangChainCustomEventHandler(BaseCallbackHandler):
|
||||
run_inline = True
|
||||
|
||||
def __init__(self) -> None:
|
||||
self.events: list[str] = []
|
||||
|
||||
def on_custom_event(self, name: str, data: Any, **kwargs: Any) -> Any:
|
||||
self.events.append(name)
|
||||
|
||||
|
||||
class _RaisingGraphEventHandler(GraphCallbackHandler):
|
||||
def __init__(
|
||||
self,
|
||||
*,
|
||||
raise_on_interrupt: bool = False,
|
||||
raise_on_resume: bool = False,
|
||||
raise_error: bool = False,
|
||||
) -> None:
|
||||
self.raise_on_interrupt = raise_on_interrupt
|
||||
self.raise_on_resume = raise_on_resume
|
||||
self.raise_error = raise_error
|
||||
|
||||
def on_interrupt(self, event: GraphInterruptEvent) -> Any:
|
||||
if self.raise_on_interrupt:
|
||||
raise ValueError("boom-interrupt")
|
||||
|
||||
def on_resume(self, event: GraphResumeEvent) -> Any:
|
||||
if self.raise_on_resume:
|
||||
raise ValueError("boom-resume")
|
||||
|
||||
|
||||
class _AsyncRaisingGraphEventHandler(GraphCallbackHandler):
|
||||
def __init__(
|
||||
self,
|
||||
*,
|
||||
raise_on_interrupt: bool = False,
|
||||
raise_on_resume: bool = False,
|
||||
raise_error: bool = False,
|
||||
) -> None:
|
||||
self.raise_on_interrupt = raise_on_interrupt
|
||||
self.raise_on_resume = raise_on_resume
|
||||
self.raise_error = raise_error
|
||||
|
||||
async def on_interrupt(self, event: GraphInterruptEvent) -> Any:
|
||||
if self.raise_on_interrupt:
|
||||
raise ValueError("boom-interrupt")
|
||||
|
||||
async def on_resume(self, event: GraphResumeEvent) -> Any:
|
||||
if self.raise_on_resume:
|
||||
raise ValueError("boom-resume")
|
||||
|
||||
|
||||
class _State(TypedDict):
|
||||
answer: str | None
|
||||
|
||||
|
||||
def _build_interrupt_graph() -> Any:
|
||||
def ask(state: _State) -> _State:
|
||||
answer = interrupt("Provide value")
|
||||
return {"answer": answer}
|
||||
|
||||
builder = StateGraph(_State)
|
||||
builder.add_node("ask", ask)
|
||||
builder.add_edge(START, "ask")
|
||||
return builder.compile(checkpointer=InMemorySaver())
|
||||
|
||||
|
||||
def test_graph_callbacks_interrupt_and_resume_sync() -> None:
|
||||
graph = _build_interrupt_graph()
|
||||
handler = _GraphEventHandler()
|
||||
langchain_handler = _LangChainCustomEventHandler()
|
||||
config = {
|
||||
"configurable": {"thread_id": "graph-callback-sync"},
|
||||
"callbacks": [langchain_handler, handler],
|
||||
}
|
||||
|
||||
first = graph.invoke({"answer": None}, config)
|
||||
assert "__interrupt__" in first
|
||||
|
||||
assert len(handler.interrupt_events) == 1
|
||||
assert handler.interrupt_events[0].interrupts
|
||||
assert isinstance(handler.interrupt_events[0].interrupts[0], Interrupt)
|
||||
assert handler.interrupt_events[0].checkpoint_ns == ()
|
||||
assert langchain_handler.events == []
|
||||
|
||||
handler.resume_events.clear()
|
||||
resumed = graph.invoke(Command(resume="done"), config)
|
||||
assert resumed == {"answer": "done"}
|
||||
|
||||
assert len(handler.resume_events) == 1
|
||||
assert handler.resume_events[0].checkpoint_ns == ()
|
||||
assert langchain_handler.events == []
|
||||
|
||||
|
||||
@pytest.mark.anyio
|
||||
@NEEDS_CONTEXTVARS
|
||||
async def test_graph_callbacks_interrupt_and_resume_async() -> None:
|
||||
graph = _build_interrupt_graph()
|
||||
handler = _GraphEventHandler()
|
||||
langchain_handler = _LangChainCustomEventHandler()
|
||||
config = {
|
||||
"configurable": {"thread_id": "graph-callback-async"},
|
||||
"callbacks": [langchain_handler, handler],
|
||||
}
|
||||
|
||||
first = await graph.ainvoke({"answer": None}, config)
|
||||
assert "__interrupt__" in first
|
||||
|
||||
assert len(handler.interrupt_events) == 1
|
||||
assert handler.interrupt_events[0].interrupts
|
||||
assert isinstance(handler.interrupt_events[0].interrupts[0], Interrupt)
|
||||
assert handler.interrupt_events[0].checkpoint_ns == ()
|
||||
assert langchain_handler.events == []
|
||||
|
||||
handler.resume_events.clear()
|
||||
resumed = await graph.ainvoke(Command(resume="done"), config)
|
||||
assert resumed == {"answer": "done"}
|
||||
|
||||
assert len(handler.resume_events) == 1
|
||||
assert handler.resume_events[0].checkpoint_ns == ()
|
||||
assert langchain_handler.events == []
|
||||
|
||||
|
||||
def test_graph_callbacks_continue_when_interrupt_handler_raises_sync() -> None:
|
||||
graph = _build_interrupt_graph()
|
||||
raising_handler = _RaisingGraphEventHandler(raise_on_interrupt=True)
|
||||
recording_handler = _GraphEventHandler()
|
||||
|
||||
first = graph.invoke(
|
||||
{"answer": None},
|
||||
{
|
||||
"configurable": {"thread_id": "graph-callback-sync-raises"},
|
||||
"callbacks": [raising_handler, recording_handler],
|
||||
},
|
||||
)
|
||||
|
||||
assert "__interrupt__" in first
|
||||
assert len(recording_handler.interrupt_events) == 1
|
||||
|
||||
|
||||
def test_graph_callbacks_continue_when_resume_handler_raises_sync() -> None:
|
||||
graph = _build_interrupt_graph()
|
||||
raising_handler = _RaisingGraphEventHandler(raise_on_resume=True)
|
||||
recording_handler = _GraphEventHandler()
|
||||
config = {
|
||||
"configurable": {"thread_id": "graph-callback-sync-raises-resume"},
|
||||
"callbacks": [raising_handler, recording_handler],
|
||||
}
|
||||
|
||||
first = graph.invoke({"answer": None}, config)
|
||||
assert "__interrupt__" in first
|
||||
|
||||
resumed = graph.invoke(Command(resume="done"), config)
|
||||
assert resumed == {"answer": "done"}
|
||||
assert len(recording_handler.resume_events) == 1
|
||||
|
||||
|
||||
def test_graph_callbacks_raise_error_propagates_sync() -> None:
|
||||
graph = _build_interrupt_graph()
|
||||
raising_handler = _RaisingGraphEventHandler(
|
||||
raise_on_interrupt=True,
|
||||
raise_error=True,
|
||||
)
|
||||
|
||||
with pytest.raises(ValueError, match="boom-interrupt"):
|
||||
graph.invoke(
|
||||
{"answer": None},
|
||||
{
|
||||
"configurable": {"thread_id": "graph-callback-sync-raise-error"},
|
||||
"callbacks": [raising_handler],
|
||||
},
|
||||
)
|
||||
|
||||
|
||||
@pytest.mark.anyio
|
||||
@NEEDS_CONTEXTVARS
|
||||
async def test_graph_callbacks_continue_when_handler_raises_async() -> None:
|
||||
graph = _build_interrupt_graph()
|
||||
raising_interrupt_handler = _AsyncRaisingGraphEventHandler(raise_on_interrupt=True)
|
||||
recording_handler = _GraphEventHandler()
|
||||
config = {
|
||||
"configurable": {"thread_id": "graph-callback-async-raises-interrupt"},
|
||||
"callbacks": [raising_interrupt_handler, recording_handler],
|
||||
}
|
||||
|
||||
first = await graph.ainvoke({"answer": None}, config)
|
||||
assert "__interrupt__" in first
|
||||
assert len(recording_handler.interrupt_events) == 1
|
||||
|
||||
graph = _build_interrupt_graph()
|
||||
raising_resume_handler = _AsyncRaisingGraphEventHandler(raise_on_resume=True)
|
||||
recording_handler = _GraphEventHandler()
|
||||
config = {
|
||||
"configurable": {"thread_id": "graph-callback-async-raises-resume"},
|
||||
"callbacks": [raising_resume_handler, recording_handler],
|
||||
}
|
||||
|
||||
first = await graph.ainvoke({"answer": None}, config)
|
||||
assert "__interrupt__" in first
|
||||
resumed = await graph.ainvoke(Command(resume="done"), config)
|
||||
assert resumed == {"answer": "done"}
|
||||
assert len(recording_handler.resume_events) == 1
|
||||
|
||||
|
||||
@pytest.mark.anyio
|
||||
@NEEDS_CONTEXTVARS
|
||||
async def test_graph_callbacks_raise_error_propagates_async() -> None:
|
||||
graph = _build_interrupt_graph()
|
||||
raising_handler = _AsyncRaisingGraphEventHandler(
|
||||
raise_on_interrupt=True,
|
||||
raise_error=True,
|
||||
)
|
||||
|
||||
with pytest.raises(ValueError, match="boom-interrupt"):
|
||||
await graph.ainvoke(
|
||||
{"answer": None},
|
||||
{
|
||||
"configurable": {"thread_id": "graph-callback-async-raise-error"},
|
||||
"callbacks": [raising_handler],
|
||||
},
|
||||
)
|
||||
|
||||
|
||||
def test_graph_callbacks_accept_base_callback_manager() -> None:
|
||||
graph = _build_interrupt_graph()
|
||||
graph_handler = _GraphEventHandler()
|
||||
custom_handler = _LangChainCustomEventHandler()
|
||||
manager = CallbackManager.configure(inheritable_callbacks=[custom_handler])
|
||||
manager.add_handler(graph_handler)
|
||||
|
||||
first = graph.invoke(
|
||||
{"answer": None},
|
||||
{
|
||||
"configurable": {"thread_id": "graph-callback-base-manager"},
|
||||
"callbacks": manager,
|
||||
},
|
||||
)
|
||||
|
||||
assert "__interrupt__" in first
|
||||
assert len(graph_handler.interrupt_events) == 1
|
||||
@@ -6361,7 +6361,7 @@ def test_sync_streaming_with_functional_api() -> None:
|
||||
@task()
|
||||
def slow() -> dict:
|
||||
time.sleep(time_delay) # Simulate a delay of 10 ms
|
||||
return {"tic": time.time()}
|
||||
return {"tic": time.monotonic()}
|
||||
|
||||
@entrypoint()
|
||||
def graph(inputs: dict) -> list:
|
||||
@@ -6374,7 +6374,7 @@ def test_sync_streaming_with_functional_api() -> None:
|
||||
for chunk in graph.stream({}):
|
||||
if "slow" not in chunk: # We'll just look at the updates from `slow`
|
||||
continue
|
||||
arrival_times.append(time.time())
|
||||
arrival_times.append(time.monotonic())
|
||||
|
||||
assert len(arrival_times) == 2
|
||||
delta = arrival_times[1] - arrival_times[0]
|
||||
|
||||
@@ -501,13 +501,13 @@ async def test_execution_info_populated_in_graph_async() -> None:
|
||||
assert isinstance(info.node_first_attempt_time, float)
|
||||
|
||||
|
||||
def test_server_info_from_metadata() -> None:
|
||||
"""server_info is built from assistant_id/graph_id in config metadata."""
|
||||
def test_server_info_from_configurable() -> None:
|
||||
"""server_info is built from assistant_id/graph_id in config configurable."""
|
||||
captured: dict[str, Any] = {}
|
||||
compiled = _make_capture_graph(captured)
|
||||
compiled.invoke(
|
||||
{"message": "hi"},
|
||||
config={"metadata": {"assistant_id": "asst-abc", "graph_id": "my-graph"}},
|
||||
config={"configurable": {"assistant_id": "asst-abc", "graph_id": "my-graph"}},
|
||||
)
|
||||
si = captured["server_info"]
|
||||
assert si is not None
|
||||
@@ -516,8 +516,8 @@ def test_server_info_from_metadata() -> None:
|
||||
assert si.user is None
|
||||
|
||||
|
||||
def test_server_info_none_without_metadata() -> None:
|
||||
"""server_info is None when no assistant_id/graph_id in metadata."""
|
||||
def test_server_info_none_without_configurable() -> None:
|
||||
"""server_info is None when no assistant_id/graph_id in configurable."""
|
||||
captured: dict[str, Any] = {}
|
||||
compiled = _make_capture_graph(captured)
|
||||
compiled.invoke({"message": "hi"})
|
||||
@@ -579,8 +579,11 @@ def test_server_info_user_from_auth_user() -> None:
|
||||
compiled.invoke(
|
||||
{"message": "hi"},
|
||||
config={
|
||||
"configurable": {"langgraph_auth_user": proxy},
|
||||
"metadata": {"assistant_id": "asst-proxy", "graph_id": "graph-proxy"},
|
||||
"configurable": {
|
||||
"langgraph_auth_user": proxy,
|
||||
"assistant_id": "asst-proxy",
|
||||
"graph_id": "graph-proxy",
|
||||
},
|
||||
},
|
||||
)
|
||||
si = captured["server_info"]
|
||||
|
||||
Generated
+1
-1
@@ -1367,7 +1367,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph"
|
||||
version = "1.1.6"
|
||||
version = "1.1.7a1"
|
||||
source = { editable = "." }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
|
||||
Generated
+1
-1
@@ -268,7 +268,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph"
|
||||
version = "1.1.6"
|
||||
version = "1.1.7a1"
|
||||
source = { editable = "../langgraph" }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
|
||||
Generated
+1
-1
@@ -281,7 +281,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph"
|
||||
version = "1.1.6"
|
||||
version = "1.1.7a1"
|
||||
source = { editable = "../langgraph" }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
|
||||
Reference in New Issue
Block a user