mirror of
https://github.com/langchain-ai/langgraph.git
synced 2026-11-05 13:51:17 +01:00
Compare commits
10
Commits
| Author | SHA1 | Date | |
|---|---|---|---|
 Vladislav NechakhinandRobin
|
2eb7c6dc92 | ||
|
Elior Nataf Lackritz
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302a4d4caf | ||
|
Elior Nataf Lackritz
|
cf260dac7f | ||
|
Elior Nataf Lackritz
|
a4d4187e82 | ||
|
Elior Nataf Lackritz
|
572e83cf6e | ||
|
Elior Nataf Lackritz
|
6ea1751a93 | ||
|
Elior Nataf Lackritz
|
22ac52e278 | ||
|
Elior Nataf Lackritz
|
dbc60dd112 | ||
|
Caspar Broekhuizen
|
b1baa6e0c3 | ||
|
Elior Nataf Lackritz
|
25ccdc8091 |
No files matched your search
@@ -115,21 +115,16 @@ jobs:
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||||
echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env
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timeout --kill-after=30 300 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-h
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||||
echo "Finished starting up langgraph-test-h"
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||||
LANGGRAPH_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langgraph'); print(v);")
|
||||
if [ "$LANGGRAPH_VERSION" != "1.2.6" ]; then
|
||||
echo "LANGGRAPH_VERSION != 1.2.6; $LANGGRAPH_VERSION"
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||||
exit 1
|
||||
fi
|
||||
LANGCHAIN_OPENAI_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langchain-openai'); print(v);")
|
||||
if [ "$LANGCHAIN_OPENAI_VERSION" != "1.1.14" ]; then
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||||
echo "LANGCHAIN_OPENAI_VERSION != 1.1.14; $LANGCHAIN_OPENAI_VERSION"
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||||
exit 1
|
||||
fi
|
||||
LANGCHAIN_ANTHROPIC_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langchain-anthropic'); print(v);")
|
||||
if [ "$LANGCHAIN_ANTHROPIC_VERSION" != "1.4.6" ]; then
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||||
echo "LANGCHAIN_ANTHROPIC_VERSION != 1.4.6; $LANGCHAIN_ANTHROPIC_VERSION"
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||||
exit 1
|
||||
fi
|
||||
pins=$(grep -oE '"[a-z0-9-]+==[^"]+"' pyproject.toml | tr -d '"')
|
||||
[ -n "$pins" ] || { echo "no == pins found in pyproject.toml"; exit 1; }
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||||
for pin in $pins; do
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||||
pkg=${pin%%==*}
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||||
installed=$(docker run --rm --entrypoint "" langgraph-test-h python -c "from importlib.metadata import version; print(version('$pkg'))")
|
||||
if [ "$installed" != "${pin#*==}" ]; then
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||||
echo "$pkg $installed != pinned ${pin#*==}"
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||||
exit 1
|
||||
fi
|
||||
done
|
||||
|
||||
- name: Build and test prerelease reqs fail service
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||||
if: ${{ (steps.changed-files.outputs.all || github.event_name == 'workflow_dispatch') &&matrix.example.name == 'A' }}
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||||
|
||||
@@ -1 +1 @@
|
||||
__version__ = "0.4.40"
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||||
__version__ = "0.4.41"
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Generated
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-141
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[[package]]
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@@ -533,139 +550,139 @@ wheels = [
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[[package]]
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source = { registry = "https://pypi.org/simple" }
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@@ -74,6 +74,8 @@ CONFIG_KEY_RUNTIME = sys.intern("__pregel_runtime")
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CONFIG_KEY_STRICT_RESUME = sys.intern("__pregel_strict_resume")
|
||||
# when True, the root graph refuses a resume that can't be matched to its pending interrupts
|
||||
CONFIG_KEY_STREAM_MESSAGES_V2 = sys.intern("__pregel_stream_messages_v2")
|
||||
# when True, attach StreamMessagesHandlerV2 so content-block (v2) events
|
||||
# flow through stream_mode="messages"; set by StreamingHandler only.
|
||||
@@ -134,6 +136,7 @@ RESERVED = {
|
||||
CONFIG_KEY_CHECKPOINT_NS,
|
||||
CONFIG_KEY_TIMED_ATTEMPT_OBSERVER,
|
||||
CONFIG_KEY_RESUME_MAP,
|
||||
CONFIG_KEY_STRICT_RESUME,
|
||||
CONFIG_KEY_STREAM_MESSAGES_V2,
|
||||
# other constants
|
||||
PUSH,
|
||||
|
||||
@@ -28,6 +28,7 @@ __all__ = (
|
||||
"ParentCommand",
|
||||
"EmptyInputError",
|
||||
"TaskNotFound",
|
||||
"UnknownInterruptError",
|
||||
"is_invalid_resume",
|
||||
)
|
||||
|
||||
@@ -146,6 +147,45 @@ class TaskNotFound(Exception):
|
||||
pass
|
||||
|
||||
|
||||
class UnknownInterruptError(Exception):
|
||||
"""Raised in strict resume mode when a resume doesn't match the pending interrupts.
|
||||
|
||||
`reason` says how it doesn't match:
|
||||
|
||||
- `"not_pending"`: the resume names interrupts that aren't pending, listed in
|
||||
`interrupt_ids`.
|
||||
- `"empty_map"`: the resume is an empty map.
|
||||
- `"ambiguous"`: the resume is a single value while several interrupts are
|
||||
pending.
|
||||
|
||||
`pending_ids` lists the interrupts still waiting for an answer. The error is
|
||||
raised before anything is written, so they can still be answered.
|
||||
|
||||
A single value with no interrupt pending is accepted, because it resumes a
|
||||
graph paused at a static breakpoint (`interrupt_before` or `interrupt_after`).
|
||||
|
||||
The interrupts one task raises share an id, so an answer retried after the
|
||||
task asked its next question answers that question.
|
||||
"""
|
||||
|
||||
reason: Literal["not_pending", "empty_map", "ambiguous"]
|
||||
interrupt_ids: tuple[str, ...]
|
||||
pending_ids: tuple[str, ...]
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
message: str,
|
||||
*,
|
||||
reason: Literal["not_pending", "empty_map", "ambiguous"],
|
||||
interrupt_ids: Sequence[str] = (),
|
||||
pending_ids: Sequence[str] = (),
|
||||
) -> None:
|
||||
super().__init__(message)
|
||||
self.reason = reason
|
||||
self.interrupt_ids = tuple(interrupt_ids)
|
||||
self.pending_ids = tuple(pending_ids)
|
||||
|
||||
|
||||
@dataclass(frozen=True, slots=True)
|
||||
class NodeError:
|
||||
"""Failure context passed to a node-level error handler.
|
||||
|
||||
@@ -85,6 +85,7 @@ from langgraph.types import (
|
||||
RetryPolicy,
|
||||
Send,
|
||||
TimeoutPolicy,
|
||||
_interrupt_id,
|
||||
)
|
||||
|
||||
GetNextVersion = Callable[[V | None, None], V]
|
||||
@@ -626,7 +627,7 @@ def prepare_single_task(
|
||||
config[CONF].get(CONFIG_KEY_SCRATCHPAD),
|
||||
pending_writes,
|
||||
task_id,
|
||||
xxh3_128_hexdigest(task_checkpoint_ns.encode()),
|
||||
task_checkpoint_ns,
|
||||
config[CONF].get(CONFIG_KEY_RESUME_MAP),
|
||||
step,
|
||||
stop,
|
||||
@@ -873,7 +874,7 @@ def prepare_push_task_functional(
|
||||
configurable.get(CONFIG_KEY_SCRATCHPAD),
|
||||
pending_writes,
|
||||
task_id,
|
||||
xxh3_128_hexdigest(task_checkpoint_ns.encode()),
|
||||
task_checkpoint_ns,
|
||||
configurable.get(CONFIG_KEY_RESUME_MAP),
|
||||
step,
|
||||
stop,
|
||||
@@ -1035,7 +1036,7 @@ def prepare_push_task_send(
|
||||
config[CONF].get(CONFIG_KEY_SCRATCHPAD),
|
||||
pending_writes,
|
||||
task_id,
|
||||
xxh3_128_hexdigest(task_checkpoint_ns.encode()),
|
||||
task_checkpoint_ns,
|
||||
config[CONF].get(CONFIG_KEY_RESUME_MAP),
|
||||
step,
|
||||
stop,
|
||||
@@ -1184,7 +1185,7 @@ def prepare_node_error_handler_task(
|
||||
config[CONF].get(CONFIG_KEY_SCRATCHPAD),
|
||||
pending_writes,
|
||||
task_id,
|
||||
xxh3_128_hexdigest(task_checkpoint_ns.encode()),
|
||||
task_checkpoint_ns,
|
||||
config[CONF].get(CONFIG_KEY_RESUME_MAP),
|
||||
step,
|
||||
stop,
|
||||
@@ -1280,7 +1281,7 @@ def _scratchpad(
|
||||
parent_scratchpad: PregelScratchpad | None,
|
||||
pending_writes: list[PendingWrite],
|
||||
task_id: str,
|
||||
namespace_hash: str,
|
||||
task_checkpoint_ns: str,
|
||||
resume_map: dict[str, Any] | None,
|
||||
step: int,
|
||||
stop: int,
|
||||
@@ -1307,10 +1308,15 @@ def _scratchpad(
|
||||
task_resume_write = []
|
||||
del w
|
||||
|
||||
# find namespace and task-specific resume value
|
||||
if resume_map and namespace_hash in resume_map:
|
||||
mapped_resume_write = resume_map[namespace_hash]
|
||||
task_resume_write.append(mapped_resume_write)
|
||||
# find the resume value for the task's next interrupt
|
||||
if resume_map:
|
||||
next_id = _interrupt_id(task_checkpoint_ns, len(task_resume_write))
|
||||
first_id = _interrupt_id(task_checkpoint_ns, 0)
|
||||
if next_id in resume_map:
|
||||
task_resume_write.append(resume_map[next_id])
|
||||
# Older versions gave all of a task's interrupts the first id.
|
||||
elif first_id in resume_map:
|
||||
task_resume_write.append(resume_map[first_id])
|
||||
|
||||
else:
|
||||
null_resume_write = None
|
||||
|
||||
@@ -48,6 +48,7 @@ from langgraph._internal._constants import (
|
||||
CONFIG_KEY_RUNTIME,
|
||||
CONFIG_KEY_SCRATCHPAD,
|
||||
CONFIG_KEY_STREAM,
|
||||
CONFIG_KEY_STRICT_RESUME,
|
||||
CONFIG_KEY_TASK_ID,
|
||||
CONFIG_KEY_THREAD_ID,
|
||||
ERROR,
|
||||
@@ -77,6 +78,7 @@ from langgraph.constants import TAG_HIDDEN
|
||||
from langgraph.errors import (
|
||||
EmptyInputError,
|
||||
GraphInterrupt,
|
||||
UnknownInterruptError,
|
||||
)
|
||||
from langgraph.managed.base import (
|
||||
ManagedValueMapping,
|
||||
@@ -1024,17 +1026,45 @@ class PregelLoop:
|
||||
"Cannot use Command(resume=...) without checkpointer"
|
||||
)
|
||||
|
||||
strict = (
|
||||
self.config[CONF].get(CONFIG_KEY_STRICT_RESUME, False)
|
||||
# Nested calls inherit the parent's configurable.
|
||||
and not self.is_nested
|
||||
# A finished task can rerun and interrupt again on replay, while
|
||||
# its earlier output still makes its interrupt look answered.
|
||||
and not self._addressed_checkpoint_superseded
|
||||
)
|
||||
if resume_is_map := (
|
||||
isinstance(resume, dict)
|
||||
and all(is_xxh3_128_hexdigest(k) for k in resume)
|
||||
):
|
||||
if strict:
|
||||
pending = self._pending_interrupts()
|
||||
if not resume:
|
||||
raise UnknownInterruptError(
|
||||
"The resume map names no interrupt",
|
||||
reason="empty_map",
|
||||
pending_ids=sorted(pending),
|
||||
)
|
||||
if unknown := sorted(resume.keys() - pending):
|
||||
raise UnknownInterruptError(
|
||||
f"Unknown or already-consumed interrupt: {unknown[0]}",
|
||||
reason="not_pending",
|
||||
interrupt_ids=unknown,
|
||||
pending_ids=sorted(pending),
|
||||
)
|
||||
self.config[CONF][CONFIG_KEY_RESUME_MAP] = resume
|
||||
else:
|
||||
if len(self._pending_interrupts()) > 1:
|
||||
raise RuntimeError(
|
||||
if len(pending := self._pending_interrupts()) > 1:
|
||||
message = (
|
||||
"When there are multiple pending interrupts, you must specify the interrupt id when resuming. "
|
||||
"Docs: https://docs.langchain.com/oss/python/langgraph/add-human-in-the-loop#resume-multiple-interrupts-with-one-invocation."
|
||||
"Docs: https://docs.langchain.com/oss/python/langgraph/interrupts#handling-multiple-interrupts."
|
||||
)
|
||||
if strict:
|
||||
raise UnknownInterruptError(
|
||||
message, reason="ambiguous", pending_ids=sorted(pending)
|
||||
)
|
||||
raise RuntimeError(message)
|
||||
|
||||
writes: defaultdict[str, list[tuple[str, Any]]] = defaultdict(list)
|
||||
# group writes by task ID
|
||||
|
||||
@@ -28,6 +28,7 @@ from langgraph._internal._constants import (
|
||||
CONFIG_KEY_CHECKPOINT_NS,
|
||||
CONFIG_KEY_RESUMING,
|
||||
CONFIG_KEY_RUNTIME,
|
||||
CONFIG_KEY_SCRATCHPAD,
|
||||
CONFIG_KEY_SEND,
|
||||
CONFIG_KEY_STREAM,
|
||||
CONFIG_KEY_TASK_ID,
|
||||
@@ -44,6 +45,7 @@ from langgraph.errors import (
|
||||
NodeTimeoutError,
|
||||
ParentCommand,
|
||||
)
|
||||
from langgraph.pregel._algo import LazyAtomicCounter
|
||||
from langgraph.pregel.protocol import StreamProtocol
|
||||
from langgraph.runtime import ExecutionInfo, Runtime
|
||||
from langgraph.types import Command, PregelExecutableTask, RetryPolicy, TimeoutPolicy
|
||||
@@ -571,6 +573,23 @@ def _checkpoint_ns_for_parent_command(ns: str) -> str:
|
||||
return NS_SEP.join(parts)
|
||||
|
||||
|
||||
def _reset_interrupt_counter(config: RunnableConfig) -> RunnableConfig:
|
||||
# A retry reruns the node from its first line, so its interrupt() calls count
|
||||
# from the first again to reuse the answers its task already has, rather than
|
||||
# asking again under an id the next resume can't match.
|
||||
scratchpad = config[CONF].get(CONFIG_KEY_SCRATCHPAD)
|
||||
if scratchpad is None:
|
||||
return config
|
||||
return patch_configurable(
|
||||
config,
|
||||
{
|
||||
CONFIG_KEY_SCRATCHPAD: replace(
|
||||
scratchpad, interrupt_counter=LazyAtomicCounter()
|
||||
)
|
||||
},
|
||||
)
|
||||
|
||||
|
||||
def run_with_retry(
|
||||
task: PregelExecutableTask,
|
||||
retry_policy: Sequence[RetryPolicy] | None,
|
||||
@@ -681,6 +700,7 @@ def run_with_retry(
|
||||
)
|
||||
# signal subgraphs to resume (if available)
|
||||
config = patch_configurable(config, {CONFIG_KEY_RESUMING: True})
|
||||
config = _reset_interrupt_counter(config)
|
||||
|
||||
|
||||
async def arun_with_retry(
|
||||
@@ -829,6 +849,7 @@ async def arun_with_retry(
|
||||
)
|
||||
# signal subgraphs to resume (if available)
|
||||
config = patch_configurable(config, {CONFIG_KEY_RESUMING: True})
|
||||
config = _reset_interrupt_counter(config)
|
||||
|
||||
|
||||
def _return_value(task: PregelExecutableTask) -> Any:
|
||||
|
||||
@@ -50,6 +50,7 @@ from langgraph._internal._constants import (
|
||||
CONFIG_KEY_CHECKPOINT_MAP,
|
||||
CONFIG_KEY_CHECKPOINT_NS,
|
||||
CONFIG_KEY_STREAM,
|
||||
CONFIG_KEY_STRICT_RESUME,
|
||||
CONFIG_KEY_TASK_ID,
|
||||
INTERRUPT,
|
||||
NS_SEP,
|
||||
@@ -81,6 +82,7 @@ _CONF_DROPLIST = frozenset(
|
||||
CONFIG_KEY_CHECKPOINT_ID,
|
||||
CONFIG_KEY_CHECKPOINT_NS,
|
||||
CONFIG_KEY_TASK_ID,
|
||||
CONFIG_KEY_STRICT_RESUME,
|
||||
),
|
||||
)
|
||||
|
||||
|
||||
@@ -33,6 +33,7 @@ from xxhash import xxh3_128_hexdigest
|
||||
|
||||
from langgraph._internal._cache import default_cache_key
|
||||
from langgraph._internal._constants import INTERRUPT as _INTERRUPT_KEY
|
||||
from langgraph._internal._constants import NS_SEP
|
||||
from langgraph._internal._fields import get_cached_annotated_keys, get_update_as_tuples
|
||||
from langgraph._internal._retry import default_retry_on
|
||||
from langgraph._internal._typing import MISSING, DeprecatedKwargs
|
||||
@@ -579,6 +580,15 @@ def omit_payload(_value: Any) -> dict[str, Any]:
|
||||
_DEFAULT_INTERRUPT_ID = "placeholder-id"
|
||||
|
||||
|
||||
def _interrupt_id(ns: str, answered: int) -> str:
|
||||
# Keyed by how many answers the task already has, the slot this interrupt's
|
||||
# answer fills; call order isn't stable across parallel calls in one task.
|
||||
# With none it's the bare namespace hash older versions gave every
|
||||
# interrupt, so saved ids still match. The suffix can't form another task's
|
||||
# namespace, whose segments all contain ":".
|
||||
return xxh3_128_hexdigest((f"{ns}{NS_SEP}{answered}" if answered else ns).encode())
|
||||
|
||||
|
||||
@final
|
||||
@dataclass(init=False, slots=True)
|
||||
class Interrupt(Generic[ResponseT]):
|
||||
@@ -641,7 +651,7 @@ class Interrupt(Generic[ResponseT]):
|
||||
) -> Interrupt[ResponseT]:
|
||||
return cls(
|
||||
value=value,
|
||||
id=xxh3_128_hexdigest(ns.encode()),
|
||||
id=_interrupt_id(ns, 0),
|
||||
response_schema=response_schema,
|
||||
)
|
||||
|
||||
@@ -1037,9 +1047,11 @@ def interrupt(
|
||||
# no resume value found
|
||||
raise GraphInterrupt(
|
||||
(
|
||||
Interrupt.from_ns(
|
||||
Interrupt(
|
||||
value=value,
|
||||
ns=conf[CONFIG_KEY_CHECKPOINT_NS],
|
||||
id=_interrupt_id(
|
||||
conf[CONFIG_KEY_CHECKPOINT_NS], len(scratchpad.resume)
|
||||
),
|
||||
response_schema=adapter.json_schema() if adapter else response_schema,
|
||||
),
|
||||
)
|
||||
|
||||
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
|
||||
|
||||
[project]
|
||||
name = "langgraph"
|
||||
version = "1.2.19"
|
||||
version = "1.2.20"
|
||||
description = "Building stateful, multi-actor applications with LLMs"
|
||||
authors = []
|
||||
requires-python = ">=3.10"
|
||||
|
||||
@@ -16,7 +16,7 @@ from langgraph_sdk.schema import StreamPart
|
||||
from pydantic import BaseModel
|
||||
from typing_extensions import TypedDict
|
||||
|
||||
from langgraph._internal._constants import CONFIG_KEY_STREAM
|
||||
from langgraph._internal._constants import CONFIG_KEY_STREAM, CONFIG_KEY_STRICT_RESUME
|
||||
from langgraph.errors import GraphInterrupt
|
||||
from langgraph.graph import END, START, MessagesState, StateGraph, add_messages
|
||||
from langgraph.pregel import Pregel
|
||||
@@ -1360,6 +1360,7 @@ def test_sanitize_config():
|
||||
"checkpoint_map": {"key": "value"}, # Should be dropped
|
||||
"checkpoint_id": "123", # Should be dropped
|
||||
"checkpoint_ns": "ns", # Should be dropped
|
||||
CONFIG_KEY_STRICT_RESUME: True, # Should be dropped
|
||||
}
|
||||
}
|
||||
sanitized = remote._sanitize_config(config_with_drops)
|
||||
|
||||
@@ -0,0 +1,423 @@
|
||||
import operator
|
||||
import sys
|
||||
import uuid
|
||||
from typing import Annotated
|
||||
|
||||
import pytest
|
||||
from langchain_core.runnables import RunnableConfig
|
||||
from langchain_core.runnables.config import get_executor_for_config
|
||||
from langgraph.checkpoint.base import BaseCheckpointSaver
|
||||
from typing_extensions import TypedDict
|
||||
from xxhash import xxh3_128_hexdigest
|
||||
|
||||
from langgraph._internal._constants import CONFIG_KEY_STRICT_RESUME, INTERRUPT
|
||||
from langgraph.errors import UnknownInterruptError
|
||||
from langgraph.graph import START, StateGraph
|
||||
from langgraph.graph.state import CompiledStateGraph
|
||||
from langgraph.types import Command, Durability, Interrupt, RetryPolicy, interrupt
|
||||
|
||||
pytestmark = pytest.mark.anyio
|
||||
NEEDS_CONTEXTVARS = pytest.mark.skipif(
|
||||
sys.version_info < (3, 11),
|
||||
reason="Python 3.11+ is required for async contextvars support",
|
||||
)
|
||||
|
||||
UNKNOWN_ID = "0" * 32
|
||||
|
||||
|
||||
class State(TypedDict, total=False):
|
||||
log: Annotated[list[str], operator.add]
|
||||
|
||||
|
||||
def _config(*, strict: bool = True) -> RunnableConfig:
|
||||
return {
|
||||
"configurable": {
|
||||
"thread_id": str(uuid.uuid4()),
|
||||
CONFIG_KEY_STRICT_RESUME: strict,
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
def _parallel(checkpointer: BaseCheckpointSaver) -> CompiledStateGraph:
|
||||
def a(state: State):
|
||||
return {"log": [f"a:{interrupt('a?')}"]}
|
||||
|
||||
def b(state: State):
|
||||
return {"log": [f"b:{interrupt('b?')}"]}
|
||||
|
||||
return (
|
||||
StateGraph(State)
|
||||
.add_node("a", a)
|
||||
.add_node("b", b)
|
||||
.add_edge(START, "a")
|
||||
.add_edge(START, "b")
|
||||
.compile(checkpointer=checkpointer)
|
||||
)
|
||||
|
||||
|
||||
def _ask_twice(checkpointer: BaseCheckpointSaver) -> CompiledStateGraph:
|
||||
def ask_twice(state: State):
|
||||
first = interrupt("first?")
|
||||
second = interrupt("second?")
|
||||
return {"log": [f"{first},{second}"]}
|
||||
|
||||
return (
|
||||
StateGraph(State)
|
||||
.add_node("ask", ask_twice)
|
||||
.add_edge(START, "ask")
|
||||
.compile(checkpointer=checkpointer)
|
||||
)
|
||||
|
||||
|
||||
def _ask_then_fail_once(checkpointer: BaseCheckpointSaver) -> CompiledStateGraph:
|
||||
failures = [ConnectionError("flaky api")]
|
||||
|
||||
def ask(state: State):
|
||||
answer = interrupt("delete a.txt?")
|
||||
if failures:
|
||||
raise failures.pop()
|
||||
return {"log": [answer]}
|
||||
|
||||
return (
|
||||
StateGraph(State)
|
||||
.add_node(
|
||||
"ask", ask, retry_policy=RetryPolicy(initial_interval=0, jitter=False)
|
||||
)
|
||||
.add_edge(START, "ask")
|
||||
.compile(checkpointer=checkpointer)
|
||||
)
|
||||
|
||||
|
||||
def _pending_ids(graph: CompiledStateGraph, config: RunnableConfig) -> dict[str, str]:
|
||||
return {i.value: i.id for i in graph.get_state(config).interrupts}
|
||||
|
||||
|
||||
def test_unknown_id_is_refused_before_anything_is_written(
|
||||
sync_checkpointer: BaseCheckpointSaver, durability: Durability
|
||||
) -> None:
|
||||
graph = _parallel(sync_checkpointer)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config, durability=durability)
|
||||
before = graph.get_state(config)
|
||||
checkpoints = len(list(sync_checkpointer.list(config)))
|
||||
ids = _pending_ids(graph, config)
|
||||
|
||||
with pytest.raises(
|
||||
UnknownInterruptError,
|
||||
match=f"Unknown or already-consumed interrupt: {UNKNOWN_ID}",
|
||||
) as refused:
|
||||
graph.invoke(Command(resume={UNKNOWN_ID: "x"}), config, durability=durability)
|
||||
|
||||
assert (
|
||||
refused.value.reason,
|
||||
refused.value.interrupt_ids,
|
||||
refused.value.pending_ids,
|
||||
) == ("not_pending", (UNKNOWN_ID,), tuple(sorted(ids.values())))
|
||||
after = graph.get_state(config)
|
||||
assert len(list(sync_checkpointer.list(config))) == checkpoints
|
||||
assert (after.values, after.next, after.interrupts) == (
|
||||
before.values,
|
||||
before.next,
|
||||
before.interrupts,
|
||||
)
|
||||
result = graph.invoke(
|
||||
Command(resume={ids["a?"]: "yes", ids["b?"]: "no"}),
|
||||
config,
|
||||
durability=durability,
|
||||
)
|
||||
assert sorted(result["log"]) == ["a:yes", "b:no"]
|
||||
|
||||
|
||||
def test_an_answered_id_is_refused(sync_checkpointer: BaseCheckpointSaver) -> None:
|
||||
graph = _parallel(sync_checkpointer)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
ids = _pending_ids(graph, config)
|
||||
graph.invoke(Command(resume={ids["a?"]: "yes"}), config)
|
||||
|
||||
with pytest.raises(UnknownInterruptError, match=ids["a?"]) as refused:
|
||||
graph.invoke(Command(resume={ids["a?"]: "again"}), config)
|
||||
|
||||
assert (
|
||||
refused.value.reason,
|
||||
refused.value.interrupt_ids,
|
||||
refused.value.pending_ids,
|
||||
) == ("not_pending", (ids["a?"],), (ids["b?"],))
|
||||
|
||||
result = graph.invoke(Command(resume={ids["b?"]: "no"}), config)
|
||||
assert sorted(result["log"]) == ["a:yes", "b:no"]
|
||||
|
||||
|
||||
def test_an_empty_map_is_refused(sync_checkpointer: BaseCheckpointSaver) -> None:
|
||||
graph = _parallel(sync_checkpointer)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
|
||||
with pytest.raises(UnknownInterruptError, match="names no interrupt") as refused:
|
||||
graph.invoke(Command(resume={}), config)
|
||||
|
||||
assert (
|
||||
refused.value.reason,
|
||||
refused.value.interrupt_ids,
|
||||
refused.value.pending_ids,
|
||||
) == ("empty_map", (), tuple(sorted(_pending_ids(graph, config).values())))
|
||||
|
||||
|
||||
def test_one_value_is_refused_while_several_are_pending(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
graph = _parallel(sync_checkpointer)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
|
||||
with pytest.raises(
|
||||
UnknownInterruptError, match="multiple pending interrupts"
|
||||
) as refused:
|
||||
graph.invoke(Command(resume="yes"), config)
|
||||
|
||||
ids = _pending_ids(graph, config)
|
||||
assert (refused.value.reason, refused.value.pending_ids) == (
|
||||
"ambiguous",
|
||||
tuple(sorted(ids.values())),
|
||||
)
|
||||
graph.invoke(Command(resume={ids["a?"]: "yes"}), config)
|
||||
result = graph.invoke(Command(resume="no"), config)
|
||||
assert sorted(result["log"]) == ["a:yes", "b:no"]
|
||||
|
||||
|
||||
def test_one_value_resumes_a_static_breakpoint(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
graph = (
|
||||
StateGraph(State)
|
||||
.add_node("a", lambda state: {"log": ["a"]})
|
||||
.add_edge(START, "a")
|
||||
.compile(checkpointer=sync_checkpointer, interrupt_before=["a"])
|
||||
)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
|
||||
with pytest.raises(UnknownInterruptError, match=UNKNOWN_ID):
|
||||
graph.invoke(Command(resume={UNKNOWN_ID: "x"}), config)
|
||||
|
||||
assert graph.invoke(Command(resume="go"), config) == {"log": ["a"]}
|
||||
|
||||
|
||||
def test_without_strict_mode_nothing_changes(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
graph = _parallel(sync_checkpointer)
|
||||
config = _config(strict=False)
|
||||
graph.invoke({"log": []}, config)
|
||||
|
||||
graph.invoke(Command(resume={UNKNOWN_ID: "x"}), config)
|
||||
assert set(_pending_ids(graph, config)) == {"a?", "b?"}
|
||||
with pytest.raises(RuntimeError, match="multiple pending interrupts"):
|
||||
graph.invoke(Command(resume="yes"), config)
|
||||
|
||||
|
||||
def test_a_subgraph_interrupt_is_answered_by_its_id(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
def ask(state: State):
|
||||
return {"log": [f"asked:{interrupt('sub?')}"]}
|
||||
|
||||
subgraph = StateGraph(State).add_node("ask", ask).add_edge(START, "ask").compile()
|
||||
graph = (
|
||||
StateGraph(State)
|
||||
.add_node("sub", subgraph)
|
||||
.add_edge(START, "sub")
|
||||
.compile(checkpointer=sync_checkpointer)
|
||||
)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
|
||||
result = graph.invoke(
|
||||
Command(resume={_pending_ids(graph, config)["sub?"]: "yes"}), config
|
||||
)
|
||||
assert result["log"] == ["asked:yes"]
|
||||
|
||||
|
||||
def test_a_second_interrupt_in_one_node_gets_its_own_id(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
graph = _ask_twice(sync_checkpointer)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
state = graph.get_state(config)
|
||||
(card,) = state.interrupts
|
||||
assert card.id == xxh3_128_hexdigest(f"ask:{state.tasks[0].id}".encode())
|
||||
graph.invoke(Command(resume={card.id: "1"}), config)
|
||||
(second,) = graph.get_state(config).interrupts
|
||||
assert second.id != card.id
|
||||
|
||||
result = graph.invoke(Command(resume={second.id: "2"}), config)
|
||||
assert result["log"] == ["1,2"]
|
||||
|
||||
|
||||
def test_a_retried_answer_in_one_node_is_refused(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
graph = _ask_twice(sync_checkpointer)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
(card,) = graph.get_state(config).interrupts
|
||||
graph.invoke(Command(resume={card.id: "yes"}), config)
|
||||
(second,) = graph.get_state(config).interrupts
|
||||
|
||||
with pytest.raises(UnknownInterruptError) as refused:
|
||||
graph.invoke(Command(resume={card.id: "yes"}), config)
|
||||
|
||||
assert (
|
||||
refused.value.reason,
|
||||
refused.value.interrupt_ids,
|
||||
refused.value.pending_ids,
|
||||
) == ("not_pending", (card.id,), (second.id,))
|
||||
result = graph.invoke(Command(resume={second.id: "no"}), config)
|
||||
assert result["log"] == ["yes,no"]
|
||||
|
||||
|
||||
def test_parallel_interrupts_in_one_node_each_take_an_answer(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
def ask(name: str) -> str:
|
||||
return interrupt(f"{name}?")
|
||||
|
||||
def ask_in_parallel(state: State, config: RunnableConfig):
|
||||
with get_executor_for_config(config) as pool:
|
||||
b = pool.submit(ask, "b")
|
||||
b.exception()
|
||||
a = pool.submit(ask, "a")
|
||||
return {"log": [f"{a.result()},{b.result()}"]}
|
||||
|
||||
graph = (
|
||||
StateGraph(State)
|
||||
.add_node("ask", ask_in_parallel)
|
||||
.add_edge(START, "ask")
|
||||
.compile(checkpointer=sync_checkpointer)
|
||||
)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
for answer in ("1", "2"):
|
||||
(card,) = graph.get_state(config).interrupts
|
||||
graph.invoke(Command(resume={card.id: answer}), config)
|
||||
|
||||
assert graph.get_state(config).next == ()
|
||||
|
||||
|
||||
def test_a_later_interrupt_saved_with_the_first_id_is_still_answered(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
graph = _ask_twice(sync_checkpointer)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
(card,) = graph.get_state(config).interrupts
|
||||
graph.invoke(Command(resume={card.id: "1"}), config)
|
||||
state = graph.get_state(config)
|
||||
sync_checkpointer.put_writes(
|
||||
state.config,
|
||||
[(INTERRUPT, (Interrupt(value="second?", id=card.id),))],
|
||||
state.tasks[0].id,
|
||||
)
|
||||
|
||||
result = graph.invoke(Command(resume={card.id: "2"}), config)
|
||||
assert result["log"] == ["1,2"]
|
||||
|
||||
|
||||
def test_a_retried_node_reuses_its_answer(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
graph = _ask_then_fail_once(sync_checkpointer)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
(card,) = graph.get_state(config).interrupts
|
||||
|
||||
result = graph.invoke(Command(resume={card.id: "yes"}), config)
|
||||
assert result["log"] == ["yes"]
|
||||
|
||||
|
||||
def test_a_card_whose_resumed_task_raised_is_not_refused(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
failures = ["once"]
|
||||
|
||||
def ask_then_fail_once(state: State):
|
||||
answer = interrupt("approve?")
|
||||
if failures:
|
||||
failures.pop()
|
||||
raise ValueError("failed after the answer")
|
||||
return {"log": [f"answered:{answer}"]}
|
||||
|
||||
graph = (
|
||||
StateGraph(State)
|
||||
.add_node("ask", ask_then_fail_once)
|
||||
.add_edge(START, "ask")
|
||||
.compile(checkpointer=sync_checkpointer)
|
||||
)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
(card,) = graph.get_state(config).interrupts
|
||||
with pytest.raises(ValueError, match="failed after the answer"):
|
||||
graph.invoke(Command(resume={card.id: "first"}), config)
|
||||
|
||||
graph.invoke(Command(resume={card.id: "second"}), config)
|
||||
assert graph.get_state(config).next == ()
|
||||
|
||||
|
||||
def test_a_pinned_head_checkpoint_is_checked(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
graph = _parallel(sync_checkpointer)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
head = graph.get_state(config).config
|
||||
pinned = {"configurable": {**config["configurable"], **head["configurable"]}}
|
||||
|
||||
with pytest.raises(UnknownInterruptError):
|
||||
graph.invoke(Command(resume={UNKNOWN_ID: "x"}), pinned)
|
||||
|
||||
ids = _pending_ids(graph, config)
|
||||
result = graph.invoke(Command(resume={ids["a?"]: "yes", ids["b?"]: "no"}), pinned)
|
||||
assert sorted(result["log"]) == ["a:yes", "b:no"]
|
||||
|
||||
|
||||
def test_a_superseded_checkpoint_is_not_checked(
|
||||
sync_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
graph = _parallel(sync_checkpointer)
|
||||
config = _config()
|
||||
graph.invoke({"log": []}, config)
|
||||
paused = graph.get_state(config).config
|
||||
ids = _pending_ids(graph, config)
|
||||
graph.invoke(Command(resume={ids["a?"]: "yes", ids["b?"]: "no"}), config)
|
||||
|
||||
pinned = {"configurable": {**config["configurable"], **paused["configurable"]}}
|
||||
graph.invoke(Command(resume={ids["a?"]: "again", ids["b?"]: "again"}), pinned)
|
||||
|
||||
|
||||
@NEEDS_CONTEXTVARS
|
||||
async def test_unknown_id_is_refused_async(
|
||||
async_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
graph = _parallel(async_checkpointer)
|
||||
config = _config()
|
||||
await graph.ainvoke({"log": []}, config)
|
||||
|
||||
with pytest.raises(UnknownInterruptError, match=UNKNOWN_ID):
|
||||
await graph.ainvoke(Command(resume={UNKNOWN_ID: "x"}), config)
|
||||
|
||||
state = await graph.aget_state(config)
|
||||
assert {i.value for i in state.interrupts} == {"a?", "b?"}
|
||||
|
||||
|
||||
@NEEDS_CONTEXTVARS
|
||||
async def test_a_retried_node_reuses_its_answer_async(
|
||||
async_checkpointer: BaseCheckpointSaver,
|
||||
) -> None:
|
||||
graph = _ask_then_fail_once(async_checkpointer)
|
||||
config = _config()
|
||||
await graph.ainvoke({"log": []}, config)
|
||||
(card,) = (await graph.aget_state(config)).interrupts
|
||||
|
||||
result = await graph.ainvoke(Command(resume={card.id: "yes"}), config)
|
||||
assert result["log"] == ["yes"]
|
||||
Generated
+204
-117
@@ -706,139 +706,139 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "grpcio"
|
||||
version = "1.80.0"
|
||||
version = "1.81.1"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "typing-extensions" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/b7/48/af6173dbca4454f4637a4678b67f52ca7e0c1ed7d5894d89d434fecede05/grpcio-1.80.0.tar.gz", hash = "sha256:29aca15edd0688c22ba01d7cc01cb000d72b2033f4a3c72a81a19b56fd143257", size = 12978905, upload-time = "2026-03-30T08:49:10.502Z" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/b0/b5/1ff353970a87eda4c98251e34d2dfd214abd4982dc89119c9252a2a482d2/grpcio-1.81.1.tar.gz", hash = "sha256:6fa10a767143a5e82e8eaab53918af0cd8909a57a27f8cb2288b80a613ac671b", size = 13026582, upload-time = "2026-06-11T12:46:51.673Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/9d/cd/bb7b7e54084a344c03d68144450da7ddd5564e51a298ae1662de65f48e2d/grpcio-1.80.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:886457a7768e408cdce226ad1ca67d2958917d306523a0e21e1a2fdaa75c9c9c", size = 6050363, upload-time = "2026-03-30T08:46:20.894Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/16/02/1417f5c3460dea65f7a2e3c14e8b31e77f7ffb730e9bfadd89eda7a9f477/grpcio-1.80.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:7b641fc3f1dc647bfd80bd713addc68f6d145956f64677e56d9ebafc0bd72388", size = 12026037, upload-time = "2026-03-30T08:46:25.144Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/43/98/c910254eedf2cae368d78336a2de0678e66a7317d27c02522392f949b5c6/grpcio-1.80.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:33eb763f18f006dc7fee1e69831d38d23f5eccd15b2e0f92a13ee1d9242e5e02", size = 6602306, upload-time = "2026-03-30T08:46:27.593Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/7c/f8/88ca4e78c077b2b2113d95da1e1ab43efd43d723c9a0397d26529c2c1a56/grpcio-1.80.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:52d143637e3872633fc7dd7c3c6a1c84e396b359f3a72e215f8bf69fd82084fc", size = 7301535, upload-time = "2026-03-30T08:46:29.556Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/f9/96/f28660fe2fe0f153288bf4a04e4910b7309d442395135c88ed4f5b3b8b40/grpcio-1.80.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c51bf8ac4575af2e0678bccfb07e47321fc7acb5049b4482832c5c195e04e13a", size = 6808669, upload-time = "2026-03-30T08:46:31.984Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/47/eb/3f68a5e955779c00aeef23850e019c1c1d0e032d90633ba49c01ad5a96e0/grpcio-1.80.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:50a9871536d71c4fba24ee856abc03a87764570f0c457dd8db0b4018f379fed9", size = 7409489, upload-time = "2026-03-30T08:46:34.684Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/5b/a7/d2f681a4bfb881be40659a309771f3bdfbfdb1190619442816c3f0ffc079/grpcio-1.80.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:a72d84ad0514db063e21887fbacd1fd7acb4d494a564cae22227cd45c7fbf199", size = 8423167, upload-time = "2026-03-30T08:46:36.833Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/97/8a/29b4589c204959aa35ce5708400a05bba72181807c45c47b3ec000c39333/grpcio-1.80.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f7691a6788ad9196872f95716df5bc643ebba13c97140b7a5ee5c8e75d1dea81", size = 7846761, upload-time = "2026-03-30T08:46:40.091Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/6b/d2/ed143e097230ee121ac5848f6ff14372dba91289b10b536d54fb1b7cbae7/grpcio-1.80.0-cp310-cp310-win32.whl", hash = "sha256:46c2390b59d67f84e882694d489f5b45707c657832d7934859ceb8c33f467069", size = 4156534, upload-time = "2026-03-30T08:46:42.026Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/d5/c9/df8279bb49b29409995e95efa85b72973d62f8aeff89abee58c91f393710/grpcio-1.80.0-cp310-cp310-win_amd64.whl", hash = "sha256:dc053420fc75749c961e2a4c906398d7c15725d36ccc04ae6d16093167223b58", size = 4889869, upload-time = "2026-03-30T08:46:44.219Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/5d/db/1d56e5f5823257b291962d6c0ce106146c6447f405b60b234c4f222a7cde/grpcio-1.80.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:dfab85db094068ff42e2a3563f60ab3dddcc9d6488a35abf0132daec13209c8a", size = 6055009, upload-time = "2026-03-30T08:46:46.265Z" },
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[[package]]
|
||||
name = "uvicorn"
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version = "0.40.0"
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||||
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||||
Generated
+1
-1
@@ -286,7 +286,7 @@ wheels = [
|
||||
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||||
[[package]]
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||||
name = "langgraph"
|
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version = "1.2.19"
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version = "1.2.20"
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source = { editable = "../langgraph" }
|
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dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
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@@ -5,7 +5,7 @@ from langgraph_sdk.encryption.types import DecryptResult, EncryptionContext
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from langgraph_sdk.priority import Priority
|
||||
from langgraph_sdk.priority.types import PriorityContext, PrioritySettings
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||||
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__version__ = "0.4.12"
|
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__version__ = "0.4.13"
|
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__all__ = [
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"Auth",
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@@ -305,7 +305,7 @@ class RunsClient:
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StreamPart(event='metadata', data={'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2'})
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StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}]})
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StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}, {'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'ai', 'name': None, 'id': 'run-159b782c-b679-4830-83c6-cef87798fe8b', 'example': False, 'tool_calls': [], 'invalid_tool_calls': [], 'usage_metadata': None}]})
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StreamPart(event='end', data=None)
|
||||
StreamPart(event='end', data={'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2', 'status': 'success'})
|
||||
```
|
||||
|
||||
"""
|
||||
|
||||
@@ -302,7 +302,7 @@ class SyncRunsClient:
|
||||
StreamPart(event='metadata', data={'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2'})
|
||||
StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}]})
|
||||
StreamPart(event='values', data={'messages': [{'content': 'how are you?', 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'human', 'name': None, 'id': 'fe0a5778-cfe9-42ee-b807-0adaa1873c10', 'example': False}, {'content': "I'm doing well, thanks for asking! I'm an AI assistant created by Anthropic to be helpful, honest, and harmless.", 'additional_kwargs': {}, 'response_metadata': {}, 'type': 'ai', 'name': None, 'id': 'run-159b782c-b679-4830-83c6-cef87798fe8b', 'example': False, 'tool_calls': [], 'invalid_tool_calls': [], 'usage_metadata': None}]})
|
||||
StreamPart(event='end', data=None)
|
||||
StreamPart(event='end', data={'run_id': '1ef4a9b8-d7da-679a-a45a-872054341df2', 'status': 'success'})
|
||||
```
|
||||
"""
|
||||
if checkpoint_during is not None:
|
||||
|
||||
@@ -380,6 +380,8 @@ class Run(TypedDict):
|
||||
"""The run metadata."""
|
||||
multitask_strategy: MultitaskStrategy
|
||||
"""Strategy to handle concurrent runs on the same thread."""
|
||||
cancel_reason: NotRequired[str | None]
|
||||
"""Why the run was cancelled, if it was. Omitted by older servers."""
|
||||
|
||||
|
||||
class Cron(TypedDict):
|
||||
@@ -505,6 +507,7 @@ RunSelectField = Literal[
|
||||
"metadata",
|
||||
"kwargs",
|
||||
"multitask_strategy",
|
||||
"cancel_reason",
|
||||
]
|
||||
|
||||
CronSelectField = Literal[
|
||||
|
||||
Generated
+1
-1
@@ -301,7 +301,7 @@ wheels = [
|
||||
|
||||
[[package]]
|
||||
name = "langgraph"
|
||||
version = "1.2.19"
|
||||
version = "1.2.20"
|
||||
source = { editable = "../langgraph" }
|
||||
dependencies = [
|
||||
{ name = "langchain-core" },
|
||||
|
||||
Reference in new issue
Block a user