mirror of
https://github.com/langchain-ai/langgraph.git
synced 2026-08-28 10:49:56 +02:00
Compare commits
11
Commits
| Author | SHA1 | Date | |
|---|---|---|---|
 Eugene YurtsevandGitHub
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b442bf802a | ||
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Eugene YurtsevandGitHub
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bede0b7acf | ||
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3a5b5c9821 | ||
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dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>John Kennedy |
1142ebf921 | ||
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dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>John Kennedy |
37b34bdb1e | ||
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11e8d827eb | ||
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5fcebdd30a | ||
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173ef2ff44 | ||
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dependabot[bot]GitHubdependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>John Kennedy |
98afc106a0 | ||
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80ef3ced0b | ||
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1629794658 |
Generated
+3
-3
@@ -231,7 +231,7 @@ wheels = [
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||||
|
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{ name = "jsonpatch" },
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{ name = "uuid-utils" },
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[[package]]
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Generated
+3
-3
@@ -240,7 +240,7 @@ wheels = [
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|
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[[package]]
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[[package]]
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Generated
+3
-3
@@ -267,7 +267,7 @@ wheels = [
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[[package]]
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Generated
+3
-3
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[[package]]
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Generated
+3
-3
@@ -191,7 +191,7 @@ wheels = [
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[[package]]
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Generated
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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,
|
||||
)
|
||||
@@ -1,215 +0,0 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import asyncio
|
||||
import os
|
||||
import queue
|
||||
import threading
|
||||
from collections.abc import Callable
|
||||
from contextlib import AbstractAsyncContextManager, AbstractContextManager
|
||||
from dataclasses import dataclass
|
||||
from types import TracebackType
|
||||
from typing import Any
|
||||
|
||||
from langchain_core.runnables import RunnableConfig
|
||||
from langgraph.checkpoint.base import (
|
||||
ChannelVersions,
|
||||
Checkpoint,
|
||||
CheckpointMetadata,
|
||||
)
|
||||
|
||||
QUEUE_PUT_TIMEOUT = 0.05
|
||||
CHECKPOINT_BACKLOG_ENV_VAR = "LANGGRAPH_CHECKPOINT_BACKLOG"
|
||||
DEFAULT_CHECKPOINT_BACKLOG = 10
|
||||
|
||||
|
||||
@dataclass(frozen=True)
|
||||
class CheckpointRequest:
|
||||
config: RunnableConfig
|
||||
checkpoint: Checkpoint
|
||||
metadata: CheckpointMetadata
|
||||
new_versions: ChannelVersions
|
||||
|
||||
|
||||
def _raise(error: BaseException) -> None:
|
||||
raise error
|
||||
|
||||
|
||||
def resolve_checkpoint_backlog() -> int:
|
||||
if raw := os.getenv(CHECKPOINT_BACKLOG_ENV_VAR):
|
||||
try:
|
||||
backlog = int(raw)
|
||||
except ValueError:
|
||||
return DEFAULT_CHECKPOINT_BACKLOG
|
||||
if backlog > 0:
|
||||
return backlog
|
||||
return DEFAULT_CHECKPOINT_BACKLOG
|
||||
|
||||
|
||||
class SyncCheckpointWriter(AbstractContextManager):
|
||||
def __init__(
|
||||
self,
|
||||
put: Callable[
|
||||
[RunnableConfig, Checkpoint, CheckpointMetadata, ChannelVersions], Any
|
||||
],
|
||||
*,
|
||||
max_pending: int | None = None,
|
||||
) -> None:
|
||||
self.put = put
|
||||
max_pending = (
|
||||
resolve_checkpoint_backlog() if max_pending is None else max_pending
|
||||
)
|
||||
self.queue: queue.Queue[CheckpointRequest | None] = queue.Queue(max_pending)
|
||||
self.error: BaseException | None = None
|
||||
self.closed = False
|
||||
self.thread = threading.Thread(
|
||||
target=self._run,
|
||||
name="langgraph-checkpoint-writer",
|
||||
daemon=True,
|
||||
)
|
||||
|
||||
def __enter__(self) -> SyncCheckpointWriter:
|
||||
self.thread.start()
|
||||
return self
|
||||
|
||||
def submit(self, request: CheckpointRequest) -> None:
|
||||
self._ensure_open()
|
||||
while True:
|
||||
self._raise_if_broken()
|
||||
try:
|
||||
self.queue.put(request, timeout=QUEUE_PUT_TIMEOUT)
|
||||
except queue.Full:
|
||||
continue
|
||||
else:
|
||||
self._raise_if_broken()
|
||||
return
|
||||
|
||||
def _run(self) -> None:
|
||||
while True:
|
||||
item = self.queue.get()
|
||||
if item is None:
|
||||
return
|
||||
try:
|
||||
self.put(
|
||||
item.config,
|
||||
item.checkpoint,
|
||||
item.metadata,
|
||||
item.new_versions,
|
||||
)
|
||||
except BaseException as exc:
|
||||
self.error = exc
|
||||
return
|
||||
|
||||
def _ensure_open(self) -> None:
|
||||
if self.closed:
|
||||
raise RuntimeError("Checkpoint writer is closed")
|
||||
|
||||
def _raise_if_broken(self) -> None:
|
||||
if self.error is not None:
|
||||
_raise(self.error)
|
||||
|
||||
def __exit__(
|
||||
self,
|
||||
exc_type: type[BaseException] | None,
|
||||
exc_value: BaseException | None,
|
||||
traceback: TracebackType | None,
|
||||
) -> bool | None:
|
||||
self.closed = True
|
||||
while self.thread.is_alive():
|
||||
if self.error is not None:
|
||||
break
|
||||
try:
|
||||
self.queue.put(None, timeout=QUEUE_PUT_TIMEOUT)
|
||||
except queue.Full:
|
||||
continue
|
||||
else:
|
||||
break
|
||||
self.thread.join()
|
||||
if exc_type is None and self.error is not None:
|
||||
_raise(self.error)
|
||||
return None
|
||||
|
||||
|
||||
class AsyncCheckpointWriter(AbstractAsyncContextManager):
|
||||
def __init__(
|
||||
self,
|
||||
put: Callable[
|
||||
[RunnableConfig, Checkpoint, CheckpointMetadata, ChannelVersions], Any
|
||||
],
|
||||
*,
|
||||
max_pending: int | None = None,
|
||||
) -> None:
|
||||
self.put = put
|
||||
max_pending = (
|
||||
resolve_checkpoint_backlog() if max_pending is None else max_pending
|
||||
)
|
||||
self.queue: asyncio.Queue[CheckpointRequest | None] = asyncio.Queue(max_pending)
|
||||
self.error: BaseException | None = None
|
||||
self.closed = False
|
||||
self.task: asyncio.Task[None] | None = None
|
||||
|
||||
async def __aenter__(self) -> AsyncCheckpointWriter:
|
||||
self.task = asyncio.create_task(self._run(), name="langgraph-checkpoint-writer")
|
||||
return self
|
||||
|
||||
async def submit(self, request: CheckpointRequest) -> None:
|
||||
self._ensure_open()
|
||||
while True:
|
||||
self._raise_if_broken()
|
||||
try:
|
||||
await asyncio.wait_for(
|
||||
self.queue.put(request),
|
||||
timeout=QUEUE_PUT_TIMEOUT,
|
||||
)
|
||||
except asyncio.TimeoutError:
|
||||
continue
|
||||
else:
|
||||
self._raise_if_broken()
|
||||
return
|
||||
|
||||
async def _run(self) -> None:
|
||||
while True:
|
||||
item = await self.queue.get()
|
||||
if item is None:
|
||||
return
|
||||
try:
|
||||
await self.put(
|
||||
item.config,
|
||||
item.checkpoint,
|
||||
item.metadata,
|
||||
item.new_versions,
|
||||
)
|
||||
except BaseException as exc:
|
||||
self.error = exc
|
||||
return
|
||||
|
||||
def _ensure_open(self) -> None:
|
||||
if self.closed:
|
||||
raise RuntimeError("Checkpoint writer is closed")
|
||||
|
||||
def _raise_if_broken(self) -> None:
|
||||
if self.error is not None:
|
||||
_raise(self.error)
|
||||
|
||||
async def __aexit__(
|
||||
self,
|
||||
exc_type: type[BaseException] | None,
|
||||
exc_value: BaseException | None,
|
||||
traceback: TracebackType | None,
|
||||
) -> None:
|
||||
self.closed = True
|
||||
while self.task is not None and not self.task.done():
|
||||
if self.error is not None:
|
||||
break
|
||||
try:
|
||||
await asyncio.wait_for(
|
||||
self.queue.put(None),
|
||||
timeout=QUEUE_PUT_TIMEOUT,
|
||||
)
|
||||
except asyncio.TimeoutError:
|
||||
continue
|
||||
else:
|
||||
break
|
||||
if self.task is not None:
|
||||
await self.task
|
||||
if exc_type is None and self.error is not None:
|
||||
_raise(self.error)
|
||||
@@ -2,6 +2,7 @@ from __future__ import annotations
|
||||
|
||||
import asyncio
|
||||
import binascii
|
||||
import concurrent.futures
|
||||
from collections import defaultdict, deque
|
||||
from collections.abc import Callable, Iterator, Mapping, Sequence
|
||||
from contextlib import (
|
||||
@@ -26,6 +27,7 @@ from langgraph.cache.base import BaseCache
|
||||
from langgraph.checkpoint.base import (
|
||||
WRITES_IDX_MAP,
|
||||
BaseCheckpointSaver,
|
||||
ChannelVersions,
|
||||
Checkpoint,
|
||||
CheckpointMetadata,
|
||||
CheckpointTuple,
|
||||
@@ -60,6 +62,11 @@ 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
|
||||
@@ -90,11 +97,6 @@ from langgraph.pregel._checkpoint import (
|
||||
create_checkpoint,
|
||||
empty_checkpoint,
|
||||
)
|
||||
from langgraph.pregel._checkpoint_writer import (
|
||||
AsyncCheckpointWriter,
|
||||
CheckpointRequest,
|
||||
SyncCheckpointWriter,
|
||||
)
|
||||
from langgraph.pregel._executor import (
|
||||
AsyncBackgroundExecutor,
|
||||
BackgroundExecutor,
|
||||
@@ -120,6 +122,7 @@ from langgraph.types import (
|
||||
CachePolicy,
|
||||
Command,
|
||||
Durability,
|
||||
Interrupt,
|
||||
PregelExecutableTask,
|
||||
RetryPolicy,
|
||||
Send,
|
||||
@@ -169,6 +172,19 @@ class PregelLoop:
|
||||
checkpointer_get_next_version: GetNextVersion
|
||||
checkpointer_put_writes: Callable[[RunnableConfig, WritesT, str], Any] | None
|
||||
checkpointer_put_writes_accepts_task_path: bool
|
||||
_checkpointer_put_after_previous: (
|
||||
Callable[
|
||||
[
|
||||
concurrent.futures.Future | None,
|
||||
RunnableConfig,
|
||||
Checkpoint,
|
||||
str,
|
||||
ChannelVersions,
|
||||
],
|
||||
Any,
|
||||
]
|
||||
| None
|
||||
)
|
||||
_migrate_checkpoint: Callable[[Checkpoint], None] | None
|
||||
submit: Submit
|
||||
channels: Mapping[str, BaseChannel]
|
||||
@@ -193,6 +209,8 @@ 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 +236,7 @@ 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 +261,8 @@ 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 +314,40 @@ 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:
|
||||
@@ -481,7 +536,7 @@ class PregelLoop:
|
||||
)
|
||||
|
||||
# produce debug output
|
||||
if self.checkpointer is not None:
|
||||
if self._checkpointer_put_after_previous is not None:
|
||||
self._emit(
|
||||
"checkpoints",
|
||||
map_debug_checkpoint,
|
||||
@@ -527,7 +582,7 @@ class PregelLoop:
|
||||
|
||||
return True
|
||||
|
||||
def _after_tick(self) -> CheckpointRequest | None:
|
||||
def after_tick(self) -> None:
|
||||
# finish superstep
|
||||
writes = [w for t in self.tasks.values() for w in t.writes]
|
||||
# all tasks have finished
|
||||
@@ -552,14 +607,14 @@ class PregelLoop:
|
||||
# only replay (re-execute) done tasks on the first tick
|
||||
self.is_replaying = False
|
||||
# save checkpoint
|
||||
return self._prepare_checkpoint({"source": "loop"})
|
||||
|
||||
def _finish_after_tick(self) -> None:
|
||||
self._put_checkpoint({"source": "loop"})
|
||||
# after execution, check if we should interrupt
|
||||
if self.interrupt_after and should_interrupt(
|
||||
self.checkpoint, self.interrupt_after, self.tasks.values()
|
||||
):
|
||||
self.status = "interrupt_after"
|
||||
raise GraphInterrupt()
|
||||
# unset resuming flag
|
||||
self.config[CONF].pop(CONFIG_KEY_RESUMING, None)
|
||||
|
||||
def match_cached_writes(self) -> Sequence[PregelExecutableTask]:
|
||||
@@ -609,7 +664,7 @@ class PregelLoop:
|
||||
|
||||
def _first(
|
||||
self, *, input_keys: str | Sequence[str], updated_channels: set[str] | None
|
||||
) -> tuple[set[str] | None, CheckpointRequest | None]:
|
||||
) -> set[str] | None:
|
||||
# Resuming from a previous checkpoint requires two things:
|
||||
# 1. A prior checkpoint exists (channel_versions is non-empty)
|
||||
# 2. The input signals continuation (not a fresh run with new input)
|
||||
@@ -703,7 +758,6 @@ class PregelLoop:
|
||||
)
|
||||
if updated_channels is not None:
|
||||
updated_channels.update(null_updated_channels)
|
||||
checkpoint_request = None
|
||||
# proceed past previous checkpoint
|
||||
if is_resuming:
|
||||
self.checkpoint["versions_seen"].setdefault(INTERRUPT, {})
|
||||
@@ -746,7 +800,7 @@ class PregelLoop:
|
||||
)
|
||||
# save input checkpoint
|
||||
self.updated_channels = updated_channels
|
||||
checkpoint_request = self._prepare_checkpoint({"source": "input"})
|
||||
self._put_checkpoint({"source": "input"})
|
||||
elif CONFIG_KEY_RESUMING not in configurable:
|
||||
raise EmptyInputError(f"Received no input for {input_keys}")
|
||||
# Propagate resuming and replaying flags to subgraphs.
|
||||
@@ -776,11 +830,11 @@ class PregelLoop:
|
||||
)
|
||||
# set flag
|
||||
self.status = "pending"
|
||||
return updated_channels, checkpoint_request
|
||||
if is_resuming:
|
||||
self._push_graph_lifecycle_event("resume")
|
||||
return updated_channels
|
||||
|
||||
def _prepare_checkpoint(
|
||||
self, metadata: CheckpointMetadata
|
||||
) -> CheckpointRequest | None:
|
||||
def _put_checkpoint(self, metadata: CheckpointMetadata) -> None:
|
||||
# assign step and parents
|
||||
exiting = metadata is self.checkpoint_metadata
|
||||
if exiting and self.checkpoint["id"] == self.checkpoint_id_saved:
|
||||
@@ -790,7 +844,8 @@ class PregelLoop:
|
||||
metadata["step"] = self.step
|
||||
metadata["parents"] = self.config[CONF].get(CONFIG_KEY_CHECKPOINT_MAP, {})
|
||||
self.checkpoint_metadata = metadata
|
||||
do_checkpoint = self.checkpointer is not None and (
|
||||
# do checkpoint?
|
||||
do_checkpoint = self._checkpointer_put_after_previous is not None and (
|
||||
exiting or self.durability != "exit"
|
||||
)
|
||||
# create new checkpoint
|
||||
@@ -812,8 +867,9 @@ class PregelLoop:
|
||||
for value in self.checkpoint["channel_values"][TASKS]
|
||||
]
|
||||
self.checkpoint["channel_values"][TASKS] = sanitized_tasks
|
||||
request = None
|
||||
if do_checkpoint:
|
||||
# bail if no checkpointer
|
||||
|
||||
if do_checkpoint and self._checkpointer_put_after_previous is not None:
|
||||
self.prev_checkpoint_config = (
|
||||
self.checkpoint_config
|
||||
if CONFIG_KEY_CHECKPOINT_ID in self.checkpoint_config[CONF]
|
||||
@@ -835,11 +891,17 @@ class PregelLoop:
|
||||
self.checkpoint_previous_versions, channel_versions
|
||||
)
|
||||
self.checkpoint_previous_versions = channel_versions
|
||||
request = CheckpointRequest(
|
||||
config=self.checkpoint_config,
|
||||
checkpoint=copy_checkpoint(self.checkpoint),
|
||||
metadata=self.checkpoint_metadata,
|
||||
new_versions=new_versions,
|
||||
|
||||
# save it, without blocking
|
||||
# if there's a previous checkpoint save in progress, wait for it
|
||||
# ensuring checkpointers receive checkpoints in order
|
||||
self._put_checkpoint_fut = self.submit(
|
||||
self._checkpointer_put_after_previous,
|
||||
getattr(self, "_put_checkpoint_fut", None),
|
||||
self.checkpoint_config,
|
||||
copy_checkpoint(self.checkpoint),
|
||||
self.checkpoint_metadata,
|
||||
new_versions,
|
||||
)
|
||||
self.checkpoint_config = {
|
||||
**self.checkpoint_config,
|
||||
@@ -851,18 +913,30 @@ class PregelLoop:
|
||||
if not exiting:
|
||||
# increment step
|
||||
self.step += 1
|
||||
return request
|
||||
|
||||
def _put_checkpoint(self, metadata: CheckpointMetadata) -> None:
|
||||
raise NotImplementedError
|
||||
|
||||
def _finalize_suppress(
|
||||
def _suppress_interrupt(
|
||||
self,
|
||||
exc_type: type[BaseException] | None,
|
||||
exc_value: BaseException | None,
|
||||
traceback: TracebackType | None,
|
||||
) -> bool | None:
|
||||
suppress = isinstance(exc_value, GraphInterrupt) and not self.is_nested
|
||||
if suppress:
|
||||
# persist current checkpoint and writes
|
||||
if self.durability == "exit" and (
|
||||
# if it's a top graph
|
||||
not self.is_nested
|
||||
# or a nested graph with error or interrupt
|
||||
or exc_value is not None
|
||||
# or a nested graph with checkpointer=True
|
||||
or all(NS_END not in part for part in self.checkpoint_ns)
|
||||
):
|
||||
self._put_checkpoint(self.checkpoint_metadata)
|
||||
self._put_pending_writes()
|
||||
# suppress interrupt
|
||||
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
|
||||
@@ -887,33 +961,20 @@ 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}]),
|
||||
)
|
||||
# save final output
|
||||
self.output = read_channels(self.channels, self.output_keys)
|
||||
# suppress interrupt
|
||||
return True
|
||||
elif exc_type is None:
|
||||
# save final output
|
||||
self.output = read_channels(self.channels, self.output_keys)
|
||||
return None
|
||||
|
||||
def _suppress_interrupt(
|
||||
self,
|
||||
exc_type: type[BaseException] | None,
|
||||
exc_value: BaseException | None,
|
||||
traceback: TracebackType | None,
|
||||
) -> bool | None:
|
||||
if self.durability == "exit" and (
|
||||
not self.is_nested
|
||||
or exc_value is not None
|
||||
or all(NS_END not in part for part in self.checkpoint_ns)
|
||||
):
|
||||
self._put_checkpoint(self.checkpoint_metadata)
|
||||
self._put_pending_writes()
|
||||
return self._finalize_suppress(exc_type, exc_value)
|
||||
|
||||
def _emit(
|
||||
self,
|
||||
@@ -1027,6 +1088,7 @@ 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 +1110,7 @@ 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:
|
||||
@@ -1059,30 +1122,26 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
|
||||
)
|
||||
else:
|
||||
self.checkpointer_get_next_version = increment
|
||||
self._checkpointer_put_after_previous = None # type: ignore[assignment]
|
||||
self.checkpointer_put_writes = None
|
||||
self.checkpointer_put_writes_accepts_task_path = False
|
||||
self._checkpoint_writer: SyncCheckpointWriter | None = None
|
||||
|
||||
def _dispatch_checkpoint_request(self, request: CheckpointRequest) -> None:
|
||||
if self.durability == "async" and self._checkpoint_writer is not None:
|
||||
self._checkpoint_writer.submit(request)
|
||||
else:
|
||||
def _checkpointer_put_after_previous(
|
||||
self,
|
||||
prev: concurrent.futures.Future | None,
|
||||
config: RunnableConfig,
|
||||
checkpoint: Checkpoint,
|
||||
metadata: CheckpointMetadata,
|
||||
new_versions: ChannelVersions,
|
||||
) -> RunnableConfig:
|
||||
try:
|
||||
if prev is not None:
|
||||
prev.result()
|
||||
finally:
|
||||
cast(BaseCheckpointSaver, self.checkpointer).put(
|
||||
request.config,
|
||||
request.checkpoint,
|
||||
request.metadata,
|
||||
request.new_versions,
|
||||
config, checkpoint, metadata, new_versions
|
||||
)
|
||||
|
||||
def _put_checkpoint(self, metadata: CheckpointMetadata) -> None:
|
||||
if request := self._prepare_checkpoint(metadata):
|
||||
self._dispatch_checkpoint_request(request)
|
||||
|
||||
def after_tick(self) -> None:
|
||||
if request := self._after_tick():
|
||||
self._dispatch_checkpoint_request(request)
|
||||
self._finish_after_tick()
|
||||
|
||||
def match_cached_writes(self) -> Sequence[PregelExecutableTask]:
|
||||
if self.cache is None:
|
||||
return ()
|
||||
@@ -1127,6 +1186,7 @@ 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):
|
||||
@@ -1177,10 +1237,6 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
|
||||
else []
|
||||
)
|
||||
self.submit = self.stack.enter_context(BackgroundExecutor(self.config))
|
||||
if self.checkpointer is not None and self.durability == "async":
|
||||
self._checkpoint_writer = self.stack.enter_context(
|
||||
SyncCheckpointWriter(self.checkpointer.put)
|
||||
)
|
||||
self.channels, self.managed = channels_from_checkpoint(
|
||||
self.specs, self.checkpoint
|
||||
)
|
||||
@@ -1189,14 +1245,12 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
|
||||
self.step = self.checkpoint_metadata["step"] + 1
|
||||
self.stop = self.step + self.config["recursion_limit"] + 1
|
||||
self.checkpoint_previous_versions = self.checkpoint["channel_versions"].copy()
|
||||
self.updated_channels, checkpoint_request = self._first(
|
||||
self.updated_channels = self._first(
|
||||
input_keys=self.input_keys,
|
||||
updated_channels=set(self.checkpoint.get("updated_channels")) # type: ignore[arg-type]
|
||||
if self.checkpoint.get("updated_channels")
|
||||
else None,
|
||||
)
|
||||
if checkpoint_request is not None:
|
||||
self._dispatch_checkpoint_request(checkpoint_request)
|
||||
|
||||
return self
|
||||
|
||||
@@ -1233,6 +1287,7 @@ 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 +1309,7 @@ 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:
|
||||
@@ -1265,26 +1321,26 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
|
||||
)
|
||||
else:
|
||||
self.checkpointer_get_next_version = increment
|
||||
self._checkpointer_put_after_previous = None # type: ignore[assignment]
|
||||
self.checkpointer_put_writes = None
|
||||
self.checkpointer_put_writes_accepts_task_path = False
|
||||
self._checkpoint_writer: AsyncCheckpointWriter | None = None
|
||||
|
||||
async def _dispatch_checkpoint_request(self, request: CheckpointRequest) -> None:
|
||||
if self.durability == "async" and self._checkpoint_writer is not None:
|
||||
await self._checkpoint_writer.submit(request)
|
||||
else:
|
||||
async def _checkpointer_put_after_previous(
|
||||
self,
|
||||
prev: asyncio.Task | None,
|
||||
config: RunnableConfig,
|
||||
checkpoint: Checkpoint,
|
||||
metadata: CheckpointMetadata,
|
||||
new_versions: ChannelVersions,
|
||||
) -> RunnableConfig:
|
||||
try:
|
||||
if prev is not None:
|
||||
await prev
|
||||
finally:
|
||||
await cast(BaseCheckpointSaver, self.checkpointer).aput(
|
||||
request.config,
|
||||
request.checkpoint,
|
||||
request.metadata,
|
||||
request.new_versions,
|
||||
config, checkpoint, metadata, new_versions
|
||||
)
|
||||
|
||||
async def aafter_tick(self) -> None:
|
||||
if request := self._after_tick():
|
||||
await self._dispatch_checkpoint_request(request)
|
||||
self._finish_after_tick()
|
||||
|
||||
async def amatch_cached_writes(self) -> Sequence[PregelExecutableTask]:
|
||||
if self.cache is None:
|
||||
return []
|
||||
@@ -1329,25 +1385,10 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
|
||||
},
|
||||
)
|
||||
|
||||
async def _asuppress_interrupt(
|
||||
self,
|
||||
exc_type: type[BaseException] | None,
|
||||
exc_value: BaseException | None,
|
||||
traceback: TracebackType | None,
|
||||
) -> bool | None:
|
||||
if self.durability == "exit" and (
|
||||
not self.is_nested
|
||||
or exc_value is not None
|
||||
or all(NS_END not in part for part in self.checkpoint_ns)
|
||||
):
|
||||
if request := self._prepare_checkpoint(self.checkpoint_metadata):
|
||||
await self._dispatch_checkpoint_request(request)
|
||||
self._put_pending_writes()
|
||||
return self._finalize_suppress(exc_type, exc_value)
|
||||
|
||||
# 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):
|
||||
@@ -1400,26 +1441,20 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
|
||||
self.submit = await self.stack.enter_async_context(
|
||||
AsyncBackgroundExecutor(self.config)
|
||||
)
|
||||
if self.checkpointer is not None and self.durability == "async":
|
||||
self._checkpoint_writer = await self.stack.enter_async_context(
|
||||
AsyncCheckpointWriter(self.checkpointer.aput)
|
||||
)
|
||||
self.channels, self.managed = channels_from_checkpoint(
|
||||
self.specs, self.checkpoint
|
||||
)
|
||||
self.stack.push_async_exit(self._asuppress_interrupt)
|
||||
self.stack.push(self._suppress_interrupt)
|
||||
self.status = "input"
|
||||
self.step = self.checkpoint_metadata["step"] + 1
|
||||
self.stop = self.step + self.config["recursion_limit"] + 1
|
||||
self.checkpoint_previous_versions = self.checkpoint["channel_versions"].copy()
|
||||
self.updated_channels, checkpoint_request = self._first(
|
||||
self.updated_channels = self._first(
|
||||
input_keys=self.input_keys,
|
||||
updated_channels=set(self.checkpoint.get("updated_channels")) # type: ignore[arg-type]
|
||||
if self.checkpoint.get("updated_channels")
|
||||
else None,
|
||||
)
|
||||
if checkpoint_request is not None:
|
||||
await self._dispatch_checkpoint_request(checkpoint_request)
|
||||
|
||||
return self
|
||||
|
||||
|
||||
@@ -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 +2774,11 @@ class Pregel(
|
||||
_state_mapper,
|
||||
)
|
||||
loop.after_tick()
|
||||
emit_graph_lifecycle_events(loop)
|
||||
# wait for checkpoint
|
||||
if durability_ == "sync":
|
||||
loop._put_checkpoint_fut.result()
|
||||
emit_graph_lifecycle_events(loop)
|
||||
# emit output
|
||||
yield from _output(
|
||||
stream_mode,
|
||||
@@ -2925,6 +2953,10 @@ 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 +3071,28 @@ 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 +3113,9 @@ 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(
|
||||
@@ -3140,12 +3196,18 @@ class Pregel(
|
||||
_state_mapper,
|
||||
):
|
||||
yield o
|
||||
await loop.aafter_tick()
|
||||
loop.after_tick()
|
||||
await aemit_graph_lifecycle_events(loop)
|
||||
# wait for checkpoint
|
||||
if durability_ == "sync":
|
||||
await cast(asyncio.Future, loop._put_checkpoint_fut)
|
||||
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,
|
||||
|
||||
@@ -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
|
||||
@@ -54,13 +54,6 @@ from langgraph.pregel import (
|
||||
NodeBuilder,
|
||||
Pregel,
|
||||
)
|
||||
from langgraph.pregel._checkpoint_writer import (
|
||||
CHECKPOINT_BACKLOG_ENV_VAR,
|
||||
DEFAULT_CHECKPOINT_BACKLOG,
|
||||
AsyncCheckpointWriter,
|
||||
SyncCheckpointWriter,
|
||||
resolve_checkpoint_backlog,
|
||||
)
|
||||
from langgraph.pregel._loop import SyncPregelLoop
|
||||
from langgraph.pregel._runner import PregelRunner
|
||||
from langgraph.types import (
|
||||
@@ -3733,7 +3726,6 @@ def test_repeat_condition(snapshot: SnapshotAssertion) -> None:
|
||||
"end": END,
|
||||
},
|
||||
)
|
||||
|
||||
workflow.add_conditional_edges(
|
||||
"Chart Generator",
|
||||
router,
|
||||
@@ -3757,93 +3749,6 @@ def test_repeat_condition(snapshot: SnapshotAssertion) -> None:
|
||||
assert app.get_graph().draw_mermaid(with_styles=False) == snapshot
|
||||
|
||||
|
||||
def test_sync_durability_applies_checkpoint_backpressure() -> None:
|
||||
first_put_started = threading.Event()
|
||||
release_first_put = threading.Event()
|
||||
put_calls = 0
|
||||
visited: list[int] = []
|
||||
result: dict[str, Any] = {}
|
||||
error: dict[str, BaseException] = {}
|
||||
|
||||
class SlowFirstPutCheckpointer(InMemorySaver):
|
||||
def put(
|
||||
self,
|
||||
config: RunnableConfig,
|
||||
checkpoint: Checkpoint,
|
||||
metadata: CheckpointMetadata,
|
||||
new_versions: Any,
|
||||
) -> RunnableConfig:
|
||||
nonlocal put_calls
|
||||
put_calls += 1
|
||||
if put_calls == 1:
|
||||
first_put_started.set()
|
||||
release_first_put.wait()
|
||||
return super().put(config, checkpoint, metadata, new_versions)
|
||||
|
||||
class State(TypedDict):
|
||||
counter: int
|
||||
|
||||
def increment(state: State) -> State:
|
||||
visited.append(state["counter"])
|
||||
return {"counter": state["counter"] + 1}
|
||||
|
||||
def should_continue(state: State) -> str:
|
||||
return "loop" if state["counter"] < 4 else "done"
|
||||
|
||||
builder = StateGraph(State)
|
||||
builder.add_node("increment", increment)
|
||||
builder.add_edge(START, "increment")
|
||||
builder.add_conditional_edges(
|
||||
"increment", should_continue, {"loop": "increment", "done": END}
|
||||
)
|
||||
|
||||
graph = builder.compile(checkpointer=SlowFirstPutCheckpointer())
|
||||
|
||||
def invoke() -> None:
|
||||
try:
|
||||
result["value"] = graph.invoke(
|
||||
{"counter": 0},
|
||||
{"configurable": {"thread_id": "1"}},
|
||||
durability="async",
|
||||
)
|
||||
except BaseException as exc:
|
||||
error["value"] = exc
|
||||
|
||||
thread = threading.Thread(target=invoke)
|
||||
thread.start()
|
||||
|
||||
assert first_put_started.wait(timeout=1)
|
||||
time.sleep(0.05)
|
||||
|
||||
assert thread.is_alive()
|
||||
assert len(visited) <= DEFAULT_CHECKPOINT_BACKLOG + 1
|
||||
|
||||
release_first_put.set()
|
||||
thread.join(timeout=1)
|
||||
|
||||
assert not thread.is_alive()
|
||||
assert "value" not in error
|
||||
assert result["value"] == {"counter": 4}
|
||||
|
||||
|
||||
def test_checkpoint_backlog_uses_env_override(monkeypatch: pytest.MonkeyPatch) -> None:
|
||||
monkeypatch.setenv(CHECKPOINT_BACKLOG_ENV_VAR, "7")
|
||||
|
||||
assert resolve_checkpoint_backlog() == 7
|
||||
assert SyncCheckpointWriter(lambda *_args: None).queue.maxsize == 7
|
||||
assert AsyncCheckpointWriter(lambda *_args: None).queue.maxsize == 7
|
||||
|
||||
|
||||
def test_checkpoint_backlog_invalid_env_uses_default(
|
||||
monkeypatch: pytest.MonkeyPatch,
|
||||
) -> None:
|
||||
monkeypatch.setenv(CHECKPOINT_BACKLOG_ENV_VAR, "not-an-int")
|
||||
assert resolve_checkpoint_backlog() == DEFAULT_CHECKPOINT_BACKLOG
|
||||
|
||||
monkeypatch.setenv(CHECKPOINT_BACKLOG_ENV_VAR, "0")
|
||||
assert resolve_checkpoint_backlog() == DEFAULT_CHECKPOINT_BACKLOG
|
||||
|
||||
|
||||
def test_checkpoint_metadata(sync_checkpointer: BaseCheckpointSaver) -> None:
|
||||
"""This test verifies that a run's configurable fields are merged with the
|
||||
previous checkpoint config for each step in the run.
|
||||
@@ -6366,7 +6271,7 @@ 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:
|
||||
@@ -6379,7 +6284,7 @@ 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]
|
||||
|
||||
@@ -53,7 +53,6 @@ from langgraph.func import entrypoint, task
|
||||
from langgraph.graph import END, START, StateGraph
|
||||
from langgraph.graph.message import MessagesState, add_messages
|
||||
from langgraph.pregel import NodeBuilder, Pregel
|
||||
from langgraph.pregel._checkpoint_writer import DEFAULT_CHECKPOINT_BACKLOG
|
||||
from langgraph.pregel._loop import AsyncPregelLoop
|
||||
from langgraph.pregel._runner import PregelRunner
|
||||
from langgraph.types import (
|
||||
@@ -485,61 +484,6 @@ async def test_checkpoint_put_after_cancellation_stream_events_anext() -> None:
|
||||
assert False, "Task should be cancelled"
|
||||
|
||||
|
||||
async def test_async_durability_applies_checkpoint_backpressure() -> None:
|
||||
first_put_started = asyncio.Event()
|
||||
release_first_put = asyncio.Event()
|
||||
put_calls = 0
|
||||
visited: list[int] = []
|
||||
|
||||
class SlowFirstPutCheckpointer(InMemorySaver):
|
||||
async def aput(
|
||||
self,
|
||||
config: RunnableConfig,
|
||||
checkpoint: Checkpoint,
|
||||
metadata: CheckpointMetadata,
|
||||
new_versions: ChannelVersions,
|
||||
) -> RunnableConfig:
|
||||
nonlocal put_calls
|
||||
put_calls += 1
|
||||
if put_calls == 1:
|
||||
first_put_started.set()
|
||||
await release_first_put.wait()
|
||||
return await super().aput(config, checkpoint, metadata, new_versions)
|
||||
|
||||
class State(TypedDict):
|
||||
counter: int
|
||||
|
||||
def increment(state: State) -> State:
|
||||
visited.append(state["counter"])
|
||||
return {"counter": state["counter"] + 1}
|
||||
|
||||
def should_continue(state: State) -> str:
|
||||
return "loop" if state["counter"] < 4 else "done"
|
||||
|
||||
builder = StateGraph(State)
|
||||
builder.add_node("increment", increment)
|
||||
builder.add_edge(START, "increment")
|
||||
builder.add_conditional_edges(
|
||||
"increment", should_continue, {"loop": "increment", "done": END}
|
||||
)
|
||||
|
||||
graph = builder.compile(checkpointer=SlowFirstPutCheckpointer())
|
||||
task = asyncio.create_task(
|
||||
graph.ainvoke(
|
||||
{"counter": 0}, {"configurable": {"thread_id": "1"}}, durability="async"
|
||||
)
|
||||
)
|
||||
|
||||
await first_put_started.wait()
|
||||
await asyncio.sleep(0.05)
|
||||
|
||||
assert not task.done()
|
||||
assert len(visited) <= DEFAULT_CHECKPOINT_BACKLOG + 1
|
||||
|
||||
release_first_put.set()
|
||||
assert await task == {"counter": 4}
|
||||
|
||||
|
||||
async def test_node_cancellation_on_external_cancel() -> None:
|
||||
inner_task_cancelled = False
|
||||
|
||||
|
||||
Generated
+51
-51
@@ -524,61 +524,61 @@ toml = [
|
||||
|
||||
[[package]]
|
||||
name = "cryptography"
|
||||
version = "46.0.6"
|
||||
version = "46.0.7"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "cffi", marker = "python_full_version >= '3.11' and python_full_version < '3.14' and platform_python_implementation != 'PyPy'" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/a4/ba/04b1bd4218cbc58dc90ce967106d51582371b898690f3ae0402876cc4f34/cryptography-46.0.6.tar.gz", hash = "sha256:27550628a518c5c6c903d84f637fbecf287f6cb9ced3804838a1295dc1fd0759", size = 750542, upload-time = "2026-03-25T23:34:53.396Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/47/93/ac8f3d5ff04d54bc814e961a43ae5b0b146154c89c61b47bb07557679b18/cryptography-46.0.7.tar.gz", hash = "sha256:e4cfd68c5f3e0bfdad0d38e023239b96a2fe84146481852dffbcca442c245aa5", size = 750652, upload-time = "2026-04-08T01:57:54.692Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/47/23/9285e15e3bc57325b0a72e592921983a701efc1ee8f91c06c5f0235d86d9/cryptography-46.0.6-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:64235194bad039a10bb6d2d930ab3323baaec67e2ce36215fd0952fad0930ca8", size = 7176401, upload-time = "2026-03-25T23:33:22.096Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/60/f8/e61f8f13950ab6195b31913b42d39f0f9afc7d93f76710f299b5ec286ae6/cryptography-46.0.6-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:26031f1e5ca62fcb9d1fcb34b2b60b390d1aacaa15dc8b895a9ed00968b97b30", size = 4275275, upload-time = "2026-03-25T23:33:23.844Z" },
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||||
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||||
{ url = "https://files.pythonhosted.org/packages/d4/12/123be7292674abf76b21ac1fc0e1af50661f0e5b8f0ec8285faac18eb99e/cryptography-46.0.6-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:67177e8a9f421aa2d3a170c3e56eca4e0128883cf52a071a7cbf53297f18b175", size = 4278082, upload-time = "2026-03-25T23:33:27.423Z" },
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||||
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||||
{ url = "https://files.pythonhosted.org/packages/34/71/1ea5a7352ae516d5512d17babe7e1b87d9db5150b21f794b1377eac1edc0/cryptography-46.0.6-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:22259338084d6ae497a19bae5d4c66b7ca1387d3264d1c2c0e72d9e9b6a77b97", size = 4457766, upload-time = "2026-03-25T23:33:30.834Z" },
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||||
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||||
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||||
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|
||||
{ url = "https://files.pythonhosted.org/packages/ec/4d/8e7d7245c79c617d08724e2efa397737715ca0ec830ecb3c91e547302555/cryptography-46.0.6-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:d4e4aadb7fc1f88687f47ca20bb7227981b03afaae69287029da08096853b738", size = 4457425, upload-time = "2026-03-25T23:33:38.904Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/1d/5c/f6c3596a1430cec6f949085f0e1a970638d76f81c3ea56d93d564d04c340/cryptography-46.0.6-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:2b417edbe8877cda9022dde3a008e2deb50be9c407eef034aeeb3a8b11d9db3c", size = 4405530, upload-time = "2026-03-25T23:33:40.842Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/7e/c9/9f9cea13ee2dbde070424e0c4f621c091a91ffcc504ffea5e74f0e1daeff/cryptography-46.0.6-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:380343e0653b1c9d7e1f55b52aaa2dbb2fdf2730088d48c43ca1c7c0abb7cc2f", size = 4667896, upload-time = "2026-03-25T23:33:42.781Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/ad/b5/1895bc0821226f129bc74d00eccfc6a5969e2028f8617c09790bf89c185e/cryptography-46.0.6-cp311-abi3-win32.whl", hash = "sha256:bcb87663e1f7b075e48c3be3ecb5f0b46c8fc50b50a97cf264e7f60242dca3f2", size = 3026348, upload-time = "2026-03-25T23:33:45.021Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/c3/f8/c9bcbf0d3e6ad288b9d9aa0b1dee04b063d19e8c4f871855a03ab3a297ab/cryptography-46.0.6-cp311-abi3-win_amd64.whl", hash = "sha256:6739d56300662c468fddb0e5e291f9b4d084bead381667b9e654c7dd81705124", size = 3483896, upload-time = "2026-03-25T23:33:46.649Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/01/41/3a578f7fd5c70611c0aacba52cd13cb364a5dee895a5c1d467208a9380b0/cryptography-46.0.6-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:2ef9e69886cbb137c2aef9772c2e7138dc581fad4fcbcf13cc181eb5a3ab6275", size = 7117147, upload-time = "2026-03-25T23:33:48.249Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/fa/87/887f35a6fca9dde90cad08e0de0c89263a8e59b2d2ff904fd9fcd8025b6f/cryptography-46.0.6-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7f417f034f91dcec1cb6c5c35b07cdbb2ef262557f701b4ecd803ee8cefed4f4", size = 4266221, upload-time = "2026-03-25T23:33:49.874Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/aa/a8/0a90c4f0b0871e0e3d1ed126aed101328a8a57fd9fd17f00fb67e82a51ca/cryptography-46.0.6-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d24c13369e856b94892a89ddf70b332e0b70ad4a5c43cf3e9cb71d6d7ffa1f7b", size = 4408952, upload-time = "2026-03-25T23:33:52.128Z" },
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||||
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||||
{ url = "https://files.pythonhosted.org/packages/0f/a8/976acdd4f0f30df7b25605f4b9d3d89295351665c2091d18224f7ad5cdbf/cryptography-46.0.6-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:3c21d92ed15e9cfc6eb64c1f5a0326db22ca9c2566ca46d845119b45b4400361", size = 4904178, upload-time = "2026-03-25T23:33:55.725Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/b1/1b/bf0e01a88efd0e59679b69f42d4afd5bced8700bb5e80617b2d63a3741af/cryptography-46.0.6-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:4668298aef7cddeaf5c6ecc244c2302a2b8e40f384255505c22875eebb47888b", size = 4441812, upload-time = "2026-03-25T23:33:57.364Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/bb/8b/11df86de2ea389c65aa1806f331cae145f2ed18011f30234cc10ca253de8/cryptography-46.0.6-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:8ce35b77aaf02f3b59c90b2c8a05c73bac12cea5b4e8f3fbece1f5fddea5f0ca", size = 3963923, upload-time = "2026-03-25T23:33:59.361Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/91/e0/207fb177c3a9ef6a8108f234208c3e9e76a6aa8cf20d51932916bd43bda0/cryptography-46.0.6-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:c89eb37fae9216985d8734c1afd172ba4927f5a05cfd9bf0e4863c6d5465b013", size = 4269695, upload-time = "2026-03-25T23:34:00.909Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/21/5e/19f3260ed1e95bced52ace7501fabcd266df67077eeb382b79c81729d2d3/cryptography-46.0.6-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:ed418c37d095aeddf5336898a132fba01091f0ac5844e3e8018506f014b6d2c4", size = 4869785, upload-time = "2026-03-25T23:34:02.796Z" },
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[[package]]
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||||
@@ -1367,7 +1367,7 @@ wheels = [
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[[package]]
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||||
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Generated
+1
-1
@@ -268,7 +268,7 @@ wheels = [
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[[package]]
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{ name = "langchain-core" },
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Generated
+4
-4
@@ -262,7 +262,7 @@ wheels = [
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[[package]]
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{ name = "jsonpatch" },
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@@ -274,14 +274,14 @@ dependencies = [
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Reference in New Issue
Block a user