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11
Commits
| Author | SHA1 | Date | |
|---|---|---|---|
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33289349a9 | ||
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727a9a1f6c | ||
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dec15d13dc | ||
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f4a4c4b7b1 | ||
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f73983e2fa | ||
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9023ad9931 | ||
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353b0d8fb4 | ||
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2b9c63645e | ||
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54d0c94f54 | ||
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7d7bc0e42b | ||
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bbc35a30f8 |
@@ -6,6 +6,7 @@ import typing
|
||||
import warnings
|
||||
from collections import defaultdict
|
||||
from collections.abc import Awaitable, Callable, Hashable, Sequence
|
||||
from dataclasses import is_dataclass
|
||||
from functools import partial
|
||||
from inspect import isclass, isfunction, ismethod, signature
|
||||
from types import FunctionType
|
||||
@@ -14,6 +15,7 @@ from typing import (
|
||||
Any,
|
||||
Generic,
|
||||
Literal,
|
||||
TypeVar,
|
||||
Union,
|
||||
cast,
|
||||
get_args,
|
||||
@@ -1164,6 +1166,20 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
|
||||
for key, node in self.nodes.items():
|
||||
compiled.attach_node(key, node)
|
||||
|
||||
# Record output/state mappers for v2 stream coercion (pydantic/dataclass only)
|
||||
compiled._output_mapper = _pick_mapper(
|
||||
list(output_channels)
|
||||
if isinstance(output_channels, list)
|
||||
else [output_channels],
|
||||
self.output_schema,
|
||||
)
|
||||
compiled._state_mapper = _pick_mapper(
|
||||
list(stream_channels)
|
||||
if isinstance(stream_channels, list)
|
||||
else [stream_channels],
|
||||
self.state_schema,
|
||||
)
|
||||
|
||||
for start, end in self.edges:
|
||||
compiled.attach_edge(start, end)
|
||||
|
||||
@@ -1183,6 +1199,8 @@ class CompiledStateGraph(
|
||||
):
|
||||
builder: StateGraph[StateT, ContextT, InputT, OutputT]
|
||||
schema_to_mapper: dict[type[Any], Callable[[Any], Any] | None]
|
||||
_output_mapper: Callable[[Any], Any] | None
|
||||
_state_mapper: Callable[[Any], Any] | None
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
@@ -1504,12 +1522,15 @@ def _pick_mapper(
|
||||
) -> Callable[[Any], Any] | None:
|
||||
if state_keys == ["__root__"]:
|
||||
return None
|
||||
if isclass(schema) and issubclass(schema, dict):
|
||||
return None
|
||||
return partial(_coerce_state, schema)
|
||||
if isclass(schema) and (issubclass(schema, BaseModel) or is_dataclass(schema)):
|
||||
return partial(_coerce_state, schema)
|
||||
return None
|
||||
|
||||
|
||||
def _coerce_state(schema: type[Any], input: dict[str, Any]) -> dict[str, Any]:
|
||||
_S = TypeVar("_S")
|
||||
|
||||
|
||||
def _coerce_state(schema: type[_S], input: dict[str, Any]) -> _S:
|
||||
return schema(**input)
|
||||
|
||||
|
||||
|
||||
@@ -7,7 +7,6 @@ from uuid import UUID
|
||||
|
||||
from langchain_core.runnables import RunnableConfig
|
||||
from langgraph.checkpoint.base import CheckpointMetadata, PendingWrite
|
||||
from typing_extensions import TypedDict
|
||||
|
||||
from langgraph._internal._config import patch_checkpoint_map
|
||||
from langgraph._internal._constants import (
|
||||
@@ -23,42 +22,14 @@ from langgraph._internal._typing import MISSING
|
||||
from langgraph.channels.base import BaseChannel
|
||||
from langgraph.constants import TAG_HIDDEN
|
||||
from langgraph.pregel._io import read_channels
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||||
from langgraph.types import PregelExecutableTask, PregelTask, StateSnapshot
|
||||
|
||||
__all__ = ("TaskPayload", "TaskResultPayload", "CheckpointTask", "CheckpointPayload")
|
||||
|
||||
|
||||
class TaskPayload(TypedDict):
|
||||
id: str
|
||||
name: str
|
||||
input: Any
|
||||
triggers: list[str]
|
||||
|
||||
|
||||
class TaskResultPayload(TypedDict):
|
||||
id: str
|
||||
name: str
|
||||
error: str | None
|
||||
interrupts: list[dict]
|
||||
result: dict[str, Any]
|
||||
|
||||
|
||||
class CheckpointTask(TypedDict):
|
||||
id: str
|
||||
name: str
|
||||
error: str | None
|
||||
interrupts: list[dict]
|
||||
state: StateSnapshot | RunnableConfig | None
|
||||
|
||||
|
||||
class CheckpointPayload(TypedDict):
|
||||
config: RunnableConfig | None
|
||||
metadata: CheckpointMetadata
|
||||
values: dict[str, Any]
|
||||
next: list[str]
|
||||
parent_config: RunnableConfig | None
|
||||
tasks: list[CheckpointTask]
|
||||
|
||||
from langgraph.types import (
|
||||
CheckpointPayload,
|
||||
PregelExecutableTask,
|
||||
PregelTask,
|
||||
StateSnapshot,
|
||||
TaskPayload,
|
||||
TaskResultPayload,
|
||||
)
|
||||
|
||||
TASK_NAMESPACE = UUID("6ba7b831-9dad-11d1-80b4-00c04fd430c8")
|
||||
|
||||
|
||||
@@ -22,8 +22,10 @@ from inspect import isclass
|
||||
from typing import (
|
||||
Any,
|
||||
Generic,
|
||||
Literal,
|
||||
cast,
|
||||
get_type_hints,
|
||||
overload,
|
||||
)
|
||||
from uuid import UUID, uuid5
|
||||
|
||||
@@ -121,7 +123,10 @@ from langgraph.pregel._checkpoint import (
|
||||
)
|
||||
from langgraph.pregel._draw import draw_graph
|
||||
from langgraph.pregel._io import map_input, read_channels
|
||||
from langgraph.pregel._loop import AsyncPregelLoop, SyncPregelLoop
|
||||
from langgraph.pregel._loop import (
|
||||
AsyncPregelLoop,
|
||||
SyncPregelLoop,
|
||||
)
|
||||
from langgraph.pregel._messages import StreamMessagesHandler
|
||||
from langgraph.pregel._read import DEFAULT_BOUND, PregelNode
|
||||
from langgraph.pregel._retry import RetryPolicy
|
||||
@@ -138,11 +143,13 @@ from langgraph.types import (
|
||||
Checkpointer,
|
||||
Command,
|
||||
Durability,
|
||||
GraphOutput,
|
||||
Interrupt,
|
||||
Send,
|
||||
StateSnapshot,
|
||||
StateUpdate,
|
||||
StreamMode,
|
||||
StreamPart,
|
||||
ensure_valid_checkpointer,
|
||||
)
|
||||
from langgraph.typing import ContextT, InputT, OutputT, StateT
|
||||
@@ -993,6 +1000,11 @@ class Pregel(
|
||||
for name, node in self.get_subgraphs(namespace=namespace, recurse=recurse):
|
||||
yield name, node
|
||||
|
||||
# Mappers for v2 stream coercion (pydantic/dataclass).
|
||||
# Set by CompiledStateGraph; None for base Pregel.
|
||||
_output_mapper: Callable[[Any], Any] | None = None
|
||||
_state_mapper: Callable[[Any], Any] | None = None
|
||||
|
||||
def _migrate_checkpoint(self, checkpoint: Checkpoint) -> None:
|
||||
"""Migrate a saved checkpoint to new channel layout."""
|
||||
if checkpoint["v"] < 4 and checkpoint.get("pending_sends"):
|
||||
@@ -2427,6 +2439,7 @@ class Pregel(
|
||||
durability,
|
||||
)
|
||||
|
||||
@overload
|
||||
def stream(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
@@ -2441,6 +2454,44 @@ class Pregel(
|
||||
durability: Durability | None = None,
|
||||
subgraphs: bool = False,
|
||||
debug: bool | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
**kwargs: Unpack[DeprecatedKwargs],
|
||||
) -> Iterator[dict[str, Any] | Any]: ...
|
||||
|
||||
@overload
|
||||
def stream(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
|
||||
print_mode: StreamMode | Sequence[StreamMode] = (),
|
||||
output_keys: str | Sequence[str] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
subgraphs: bool = False,
|
||||
debug: bool | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
**kwargs: Unpack[DeprecatedKwargs],
|
||||
) -> Iterator[StreamPart[OutputT, StateT]]: ...
|
||||
|
||||
def stream(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
|
||||
print_mode: StreamMode | Sequence[StreamMode] = (),
|
||||
output_keys: str | Sequence[str] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
subgraphs: bool = False,
|
||||
debug: bool | None = None,
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
**kwargs: Unpack[DeprecatedKwargs],
|
||||
) -> Iterator[dict[str, Any] | Any]:
|
||||
"""Stream graph steps for a single input.
|
||||
@@ -2602,6 +2653,10 @@ class Pregel(
|
||||
runtime = parent_runtime.merge(runtime)
|
||||
config[CONF][CONFIG_KEY_RUNTIME] = runtime
|
||||
|
||||
# resolve mappers for v2 stream coercion
|
||||
_output_mapper = self._output_mapper if stream_version == "v2" else None
|
||||
_state_mapper = self._state_mapper if stream_version == "v2" else None
|
||||
|
||||
with SyncPregelLoop(
|
||||
input,
|
||||
stream=StreamProtocol(stream.put, stream_modes),
|
||||
@@ -2674,7 +2729,14 @@ class Pregel(
|
||||
):
|
||||
# emit output
|
||||
yield from _output(
|
||||
stream_mode, print_mode, subgraphs, stream.get, queue.Empty
|
||||
stream_mode,
|
||||
print_mode,
|
||||
subgraphs,
|
||||
stream.get,
|
||||
queue.Empty,
|
||||
stream_version,
|
||||
_output_mapper,
|
||||
_state_mapper,
|
||||
)
|
||||
loop.after_tick()
|
||||
# wait for checkpoint
|
||||
@@ -2682,7 +2744,14 @@ class Pregel(
|
||||
loop._put_checkpoint_fut.result()
|
||||
# emit output
|
||||
yield from _output(
|
||||
stream_mode, print_mode, subgraphs, stream.get, queue.Empty
|
||||
stream_mode,
|
||||
print_mode,
|
||||
subgraphs,
|
||||
stream.get,
|
||||
queue.Empty,
|
||||
stream_version,
|
||||
_output_mapper,
|
||||
_state_mapper,
|
||||
)
|
||||
# handle exit
|
||||
if loop.status == "out_of_steps":
|
||||
@@ -2701,6 +2770,44 @@ class Pregel(
|
||||
run_manager.on_chain_error(e)
|
||||
raise
|
||||
|
||||
@overload
|
||||
def astream(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
|
||||
print_mode: StreamMode | Sequence[StreamMode] = (),
|
||||
output_keys: str | Sequence[str] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
subgraphs: bool = False,
|
||||
debug: bool | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
**kwargs: Unpack[DeprecatedKwargs],
|
||||
) -> AsyncIterator[dict[str, Any] | Any]: ...
|
||||
|
||||
@overload
|
||||
def astream(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode | Sequence[StreamMode] | None = None,
|
||||
print_mode: StreamMode | Sequence[StreamMode] = (),
|
||||
output_keys: str | Sequence[str] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
subgraphs: bool = False,
|
||||
debug: bool | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
**kwargs: Unpack[DeprecatedKwargs],
|
||||
) -> AsyncIterator[StreamPart[OutputT, StateT]]: ...
|
||||
|
||||
async def astream(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
@@ -2715,6 +2822,7 @@ class Pregel(
|
||||
durability: Durability | None = None,
|
||||
subgraphs: bool = False,
|
||||
debug: bool | None = None,
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
**kwargs: Unpack[DeprecatedKwargs],
|
||||
) -> AsyncIterator[dict[str, Any] | Any]:
|
||||
"""Asynchronously stream graph steps for a single input.
|
||||
@@ -2911,6 +3019,10 @@ class Pregel(
|
||||
runtime = parent_runtime.merge(runtime)
|
||||
config[CONF][CONFIG_KEY_RUNTIME] = runtime
|
||||
|
||||
# resolve mappers for v2 stream coercion
|
||||
_output_mapper = self._output_mapper if stream_version == "v2" else None
|
||||
_state_mapper = self._state_mapper if stream_version == "v2" else None
|
||||
|
||||
async with AsyncPregelLoop(
|
||||
input,
|
||||
stream=StreamProtocol(stream.put_nowait, stream_modes),
|
||||
@@ -3007,6 +3119,9 @@ class Pregel(
|
||||
subgraphs,
|
||||
stream.get_nowait,
|
||||
asyncio.QueueEmpty,
|
||||
stream_version,
|
||||
_output_mapper,
|
||||
_state_mapper,
|
||||
):
|
||||
yield o
|
||||
loop.after_tick()
|
||||
@@ -3025,6 +3140,9 @@ class Pregel(
|
||||
subgraphs,
|
||||
stream.get_nowait,
|
||||
asyncio.QueueEmpty,
|
||||
stream_version,
|
||||
_output_mapper,
|
||||
_state_mapper,
|
||||
):
|
||||
yield o
|
||||
# handle exit
|
||||
@@ -3044,6 +3162,7 @@ class Pregel(
|
||||
await asyncio.shield(run_manager.on_chain_error(e))
|
||||
raise
|
||||
|
||||
@overload
|
||||
def invoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
@@ -3056,6 +3175,57 @@ class Pregel(
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
**kwargs: Any,
|
||||
) -> dict[str, Any] | Any: ...
|
||||
|
||||
@overload
|
||||
def invoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: Literal["values"] = ...,
|
||||
print_mode: StreamMode | Sequence[StreamMode] = (),
|
||||
output_keys: str | Sequence[str] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
**kwargs: Any,
|
||||
) -> GraphOutput[OutputT]: ...
|
||||
|
||||
@overload
|
||||
def invoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode,
|
||||
print_mode: StreamMode | Sequence[StreamMode] = (),
|
||||
output_keys: str | Sequence[str] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
**kwargs: Any,
|
||||
) -> list[StreamPart[OutputT, StateT]]: ...
|
||||
|
||||
def invoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode = "values",
|
||||
print_mode: StreamMode | Sequence[StreamMode] = (),
|
||||
output_keys: str | Sequence[str] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
**kwargs: Any,
|
||||
) -> dict[str, Any] | Any:
|
||||
"""Run the graph with a single input and config.
|
||||
@@ -3079,6 +3249,9 @@ class Pregel(
|
||||
- `"sync"`: Changes are persisted synchronously before the next step starts.
|
||||
- `"async"`: Changes are persisted asynchronously while the next step executes.
|
||||
- `"exit"`: Changes are persisted only when the graph exits.
|
||||
stream_version: The streaming format version. `"v1"` (default) returns the
|
||||
traditional format, `"v2"` returns `StreamPart` typed dicts when
|
||||
`stream_mode` is not `"values"`.
|
||||
**kwargs: Additional keyword arguments to pass to the graph run.
|
||||
|
||||
Returns:
|
||||
@@ -3091,39 +3264,64 @@ class Pregel(
|
||||
chunks: list[dict[str, Any] | Any] = []
|
||||
interrupts: list[Interrupt] = []
|
||||
|
||||
for chunk in self.stream(
|
||||
input,
|
||||
config,
|
||||
context=context,
|
||||
stream_mode=["updates", "values"]
|
||||
if stream_mode == "values"
|
||||
else stream_mode,
|
||||
print_mode=print_mode,
|
||||
output_keys=output_keys,
|
||||
interrupt_before=interrupt_before,
|
||||
interrupt_after=interrupt_after,
|
||||
durability=durability,
|
||||
**kwargs,
|
||||
):
|
||||
if stream_mode == "values":
|
||||
if len(chunk) == 2:
|
||||
mode, payload = cast(tuple[StreamMode, Any], chunk)
|
||||
if stream_version == "v2":
|
||||
# v2: values stream parts carry interrupts directly
|
||||
for chunk in self.stream(
|
||||
input,
|
||||
config,
|
||||
context=context,
|
||||
stream_mode="values" if stream_mode == "values" else stream_mode,
|
||||
print_mode=print_mode,
|
||||
output_keys=output_keys,
|
||||
interrupt_before=interrupt_before,
|
||||
interrupt_after=interrupt_after,
|
||||
durability=durability,
|
||||
stream_version=stream_version,
|
||||
**kwargs,
|
||||
):
|
||||
if stream_mode == "values":
|
||||
latest = chunk["data"]
|
||||
if chunk_ints := chunk.get("interrupts", ()):
|
||||
interrupts.extend(chunk_ints) # type: ignore[arg-type]
|
||||
else:
|
||||
_, mode, payload = cast(
|
||||
tuple[tuple[str, ...], StreamMode, Any], chunk
|
||||
)
|
||||
if (
|
||||
mode == "updates"
|
||||
and isinstance(payload, dict)
|
||||
and (ints := payload.get(INTERRUPT)) is not None
|
||||
):
|
||||
interrupts.extend(ints)
|
||||
elif mode == "values":
|
||||
latest = payload
|
||||
else:
|
||||
chunks.append(chunk)
|
||||
chunks.append(chunk)
|
||||
else:
|
||||
# v1: collect interrupts from updates stream
|
||||
for chunk in self.stream(
|
||||
input,
|
||||
config,
|
||||
context=context,
|
||||
stream_mode=(
|
||||
["updates", "values"] if stream_mode == "values" else stream_mode
|
||||
),
|
||||
print_mode=print_mode,
|
||||
output_keys=output_keys,
|
||||
interrupt_before=interrupt_before,
|
||||
interrupt_after=interrupt_after,
|
||||
durability=durability,
|
||||
**kwargs,
|
||||
):
|
||||
if stream_mode == "values":
|
||||
if len(chunk) == 2:
|
||||
mode, payload = cast(tuple[StreamMode, Any], chunk)
|
||||
else:
|
||||
_, mode, payload = cast(
|
||||
tuple[tuple[str, ...], StreamMode, Any], chunk
|
||||
)
|
||||
if (
|
||||
mode == "updates"
|
||||
and isinstance(payload, dict)
|
||||
and (ints := payload.get(INTERRUPT)) is not None
|
||||
):
|
||||
interrupts.extend(ints)
|
||||
elif mode == "values":
|
||||
latest = payload
|
||||
else:
|
||||
chunks.append(chunk)
|
||||
|
||||
if stream_mode == "values":
|
||||
if stream_version == "v2":
|
||||
return GraphOutput(value=latest, interrupts=tuple(interrupts))
|
||||
if interrupts:
|
||||
return (
|
||||
{**latest, INTERRUPT: interrupts}
|
||||
@@ -3134,6 +3332,57 @@ class Pregel(
|
||||
else:
|
||||
return chunks
|
||||
|
||||
@overload
|
||||
async def ainvoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode = "values",
|
||||
print_mode: StreamMode | Sequence[StreamMode] = (),
|
||||
output_keys: str | Sequence[str] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
**kwargs: Any,
|
||||
) -> dict[str, Any] | Any: ...
|
||||
|
||||
@overload
|
||||
async def ainvoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: Literal["values"] = ...,
|
||||
print_mode: StreamMode | Sequence[StreamMode] = (),
|
||||
output_keys: str | Sequence[str] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
**kwargs: Any,
|
||||
) -> GraphOutput[OutputT]: ...
|
||||
|
||||
@overload
|
||||
async def ainvoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode,
|
||||
print_mode: StreamMode | Sequence[StreamMode] = (),
|
||||
output_keys: str | Sequence[str] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
**kwargs: Any,
|
||||
) -> list[StreamPart[OutputT, StateT]]: ...
|
||||
|
||||
async def ainvoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
@@ -3146,6 +3395,7 @@ class Pregel(
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
durability: Durability | None = None,
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
**kwargs: Any,
|
||||
) -> dict[str, Any] | Any:
|
||||
"""Asynchronously run the graph with a single input and config.
|
||||
@@ -3169,6 +3419,9 @@ class Pregel(
|
||||
- `"sync"`: Changes are persisted synchronously before the next step starts.
|
||||
- `"async"`: Changes are persisted asynchronously while the next step executes.
|
||||
- `"exit"`: Changes are persisted only when the graph exits.
|
||||
stream_version: The streaming format version. `"v1"` (default) returns the
|
||||
traditional format, `"v2"` returns `StreamPart` typed dicts when
|
||||
`stream_mode` is not `"values"`.
|
||||
**kwargs: Additional keyword arguments to pass to the graph run.
|
||||
|
||||
Returns:
|
||||
@@ -3181,39 +3434,64 @@ class Pregel(
|
||||
chunks: list[dict[str, Any] | Any] = []
|
||||
interrupts: list[Interrupt] = []
|
||||
|
||||
async for chunk in self.astream(
|
||||
input,
|
||||
config,
|
||||
context=context,
|
||||
stream_mode=["updates", "values"]
|
||||
if stream_mode == "values"
|
||||
else stream_mode,
|
||||
print_mode=print_mode,
|
||||
output_keys=output_keys,
|
||||
interrupt_before=interrupt_before,
|
||||
interrupt_after=interrupt_after,
|
||||
durability=durability,
|
||||
**kwargs,
|
||||
):
|
||||
if stream_mode == "values":
|
||||
if len(chunk) == 2:
|
||||
mode, payload = cast(tuple[StreamMode, Any], chunk)
|
||||
if stream_version == "v2":
|
||||
# v2: values stream parts carry interrupts directly
|
||||
async for chunk in self.astream(
|
||||
input,
|
||||
config,
|
||||
context=context,
|
||||
stream_mode="values" if stream_mode == "values" else stream_mode,
|
||||
print_mode=print_mode,
|
||||
output_keys=output_keys,
|
||||
interrupt_before=interrupt_before,
|
||||
interrupt_after=interrupt_after,
|
||||
durability=durability,
|
||||
stream_version=stream_version,
|
||||
**kwargs,
|
||||
):
|
||||
if stream_mode == "values":
|
||||
latest = chunk["data"]
|
||||
if chunk_ints := chunk.get("interrupts", ()):
|
||||
interrupts.extend(chunk_ints) # type: ignore[arg-type]
|
||||
else:
|
||||
_, mode, payload = cast(
|
||||
tuple[tuple[str, ...], StreamMode, Any], chunk
|
||||
)
|
||||
if (
|
||||
mode == "updates"
|
||||
and isinstance(payload, dict)
|
||||
and (ints := payload.get(INTERRUPT)) is not None
|
||||
):
|
||||
interrupts.extend(ints)
|
||||
elif mode == "values":
|
||||
latest = payload
|
||||
else:
|
||||
chunks.append(chunk)
|
||||
chunks.append(chunk)
|
||||
else:
|
||||
# v1: collect interrupts from updates stream
|
||||
async for chunk in self.astream(
|
||||
input,
|
||||
config,
|
||||
context=context,
|
||||
stream_mode=(
|
||||
["updates", "values"] if stream_mode == "values" else stream_mode
|
||||
),
|
||||
print_mode=print_mode,
|
||||
output_keys=output_keys,
|
||||
interrupt_before=interrupt_before,
|
||||
interrupt_after=interrupt_after,
|
||||
durability=durability,
|
||||
**kwargs,
|
||||
):
|
||||
if stream_mode == "values":
|
||||
if len(chunk) == 2:
|
||||
mode, payload = cast(tuple[StreamMode, Any], chunk)
|
||||
else:
|
||||
_, mode, payload = cast(
|
||||
tuple[tuple[str, ...], StreamMode, Any], chunk
|
||||
)
|
||||
if (
|
||||
mode == "updates"
|
||||
and isinstance(payload, dict)
|
||||
and (ints := payload.get(INTERRUPT)) is not None
|
||||
):
|
||||
interrupts.extend(ints)
|
||||
elif mode == "values":
|
||||
latest = payload
|
||||
else:
|
||||
chunks.append(chunk)
|
||||
|
||||
if stream_mode == "values":
|
||||
if stream_version == "v2":
|
||||
return GraphOutput(value=latest, interrupts=tuple(interrupts))
|
||||
if interrupts:
|
||||
return (
|
||||
{**latest, INTERRUPT: interrupts}
|
||||
@@ -3278,6 +3556,9 @@ def _output(
|
||||
stream_subgraphs: bool,
|
||||
getter: Callable[[], tuple[tuple[str, ...], str, Any]],
|
||||
empty_exc: type[Exception],
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
output_mapper: Callable[[Any], Any] | None = None,
|
||||
state_mapper: Callable[[Any], Any] | None = None,
|
||||
) -> Iterator:
|
||||
while True:
|
||||
try:
|
||||
@@ -3305,7 +3586,23 @@ def _output(
|
||||
)
|
||||
)
|
||||
if mode in stream_mode:
|
||||
if stream_subgraphs and isinstance(stream_mode, list):
|
||||
if stream_version == "v2":
|
||||
if mode == "values":
|
||||
# pop __interrupt__ into typed field, coerce data
|
||||
ints: tuple[Interrupt, ...] = ()
|
||||
if isinstance(payload, dict):
|
||||
ints = payload.pop(INTERRUPT, ())
|
||||
if output_mapper:
|
||||
payload = output_mapper(payload)
|
||||
yield {"type": mode, "ns": ns, "data": payload, "interrupts": ints}
|
||||
elif mode in ("checkpoints", "debug"):
|
||||
# coerce state values in checkpoint/debug payloads
|
||||
if state_mapper:
|
||||
_coerce_checkpoint_values(payload, state_mapper)
|
||||
yield {"type": mode, "ns": ns, "data": payload}
|
||||
else:
|
||||
yield {"type": mode, "ns": ns, "data": payload}
|
||||
elif stream_subgraphs and isinstance(stream_mode, list):
|
||||
yield (ns, mode, payload)
|
||||
elif isinstance(stream_mode, list):
|
||||
yield (mode, payload)
|
||||
@@ -3315,6 +3612,31 @@ def _output(
|
||||
yield payload
|
||||
|
||||
|
||||
def _coerce_checkpoint_values(payload: Any, mapper: Callable[[Any], Any]) -> None:
|
||||
"""Coerce `values` dicts inside checkpoint or debug payloads in-place.
|
||||
|
||||
Skips the initial checkpoint (where next contains ``__start__``) because
|
||||
not all channels are populated yet and coercion would fail.
|
||||
"""
|
||||
_START = "__start__"
|
||||
# debug wrapper: {"type": "checkpoint", "payload": {"values": dict, ...}}
|
||||
if (
|
||||
isinstance(payload, dict)
|
||||
and payload.get("type") == "checkpoint"
|
||||
and isinstance(payload.get("payload"), dict)
|
||||
and isinstance(payload["payload"].get("values"), dict)
|
||||
and _START not in payload["payload"].get("next", ())
|
||||
):
|
||||
payload["payload"]["values"] = mapper(payload["payload"]["values"])
|
||||
# direct checkpoint payload: {"values": dict, ...}
|
||||
elif (
|
||||
isinstance(payload, dict)
|
||||
and isinstance(payload.get("values"), dict)
|
||||
and _START not in payload.get("next", ())
|
||||
):
|
||||
payload["values"] = mapper(payload["values"])
|
||||
|
||||
|
||||
def _coerce_context(
|
||||
context_schema: type[ContextT] | None, context: Any
|
||||
) -> ContextT | None:
|
||||
|
||||
@@ -2,13 +2,21 @@ from __future__ import annotations
|
||||
|
||||
from abc import abstractmethod
|
||||
from collections.abc import AsyncIterator, Callable, Iterator, Sequence
|
||||
from typing import Any, Generic, cast
|
||||
from typing import Any, Generic, Literal, cast, overload
|
||||
|
||||
from langchain_core.runnables import Runnable, RunnableConfig
|
||||
from langchain_core.runnables.graph import Graph as DrawableGraph
|
||||
from typing_extensions import Self
|
||||
|
||||
from langgraph.types import All, Command, StateSnapshot, StateUpdate, StreamMode
|
||||
from langgraph.types import (
|
||||
All,
|
||||
Command,
|
||||
GraphOutput,
|
||||
StateSnapshot,
|
||||
StateUpdate,
|
||||
StreamMode,
|
||||
StreamPart,
|
||||
)
|
||||
from langgraph.typing import ContextT, InputT, OutputT, StateT
|
||||
|
||||
__all__ = ("PregelProtocol", "StreamProtocol")
|
||||
@@ -96,6 +104,7 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
|
||||
as_node: str | None = None,
|
||||
) -> RunnableConfig: ...
|
||||
|
||||
@overload
|
||||
@abstractmethod
|
||||
def stream(
|
||||
self,
|
||||
@@ -107,8 +116,68 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
subgraphs: bool = False,
|
||||
stream_version: Literal["v1"],
|
||||
) -> Iterator[dict[str, Any] | Any]: ...
|
||||
|
||||
@overload
|
||||
@abstractmethod
|
||||
def stream(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode | list[StreamMode] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
subgraphs: bool = False,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
) -> Iterator[StreamPart[OutputT, StateT]]: ...
|
||||
|
||||
@abstractmethod
|
||||
def stream(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode | list[StreamMode] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
subgraphs: bool = False,
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
) -> Iterator[StreamPart[OutputT, StateT]]: ...
|
||||
|
||||
@overload
|
||||
@abstractmethod
|
||||
def astream(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode | list[StreamMode] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
subgraphs: bool = False,
|
||||
stream_version: Literal["v1"],
|
||||
) -> AsyncIterator[dict[str, Any] | Any]: ...
|
||||
|
||||
@overload
|
||||
@abstractmethod
|
||||
def astream(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
stream_mode: StreamMode | list[StreamMode] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
subgraphs: bool = False,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
) -> AsyncIterator[StreamPart[OutputT, StateT]]: ...
|
||||
|
||||
@abstractmethod
|
||||
def astream(
|
||||
self,
|
||||
@@ -120,7 +189,34 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
subgraphs: bool = False,
|
||||
) -> AsyncIterator[dict[str, Any] | Any]: ...
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
) -> AsyncIterator[StreamPart[OutputT, StateT]]: ...
|
||||
|
||||
@overload
|
||||
@abstractmethod
|
||||
def invoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
) -> dict[str, Any] | Any: ...
|
||||
|
||||
@overload
|
||||
@abstractmethod
|
||||
def invoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
) -> GraphOutput[OutputT]: ...
|
||||
|
||||
@abstractmethod
|
||||
def invoke(
|
||||
@@ -131,8 +227,35 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
|
||||
context: ContextT | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
) -> GraphOutput[OutputT]: ...
|
||||
|
||||
@overload
|
||||
@abstractmethod
|
||||
async def ainvoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
) -> dict[str, Any] | Any: ...
|
||||
|
||||
@overload
|
||||
@abstractmethod
|
||||
async def ainvoke(
|
||||
self,
|
||||
input: InputT | Command | None,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
context: ContextT | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
) -> GraphOutput[OutputT]: ...
|
||||
|
||||
@abstractmethod
|
||||
async def ainvoke(
|
||||
self,
|
||||
@@ -142,7 +265,8 @@ class PregelProtocol(Runnable[InputT, Any], Generic[StateT, ContextT, InputT, Ou
|
||||
context: ContextT | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
) -> dict[str, Any] | Any: ...
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
) -> GraphOutput[OutputT]: ...
|
||||
|
||||
|
||||
StreamChunk = tuple[tuple[str, ...], str, Any]
|
||||
|
||||
@@ -7,6 +7,7 @@ from typing import (
|
||||
Any,
|
||||
Literal,
|
||||
cast,
|
||||
overload,
|
||||
)
|
||||
from uuid import UUID
|
||||
|
||||
@@ -57,10 +58,12 @@ from langgraph.pregel.protocol import PregelProtocol, StreamProtocol
|
||||
from langgraph.types import (
|
||||
All,
|
||||
Command,
|
||||
GraphOutput,
|
||||
Interrupt,
|
||||
PregelTask,
|
||||
StateSnapshot,
|
||||
StreamMode,
|
||||
StreamPart,
|
||||
)
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
@@ -682,6 +685,7 @@ class RemoteGraph(PregelProtocol):
|
||||
updated_stream_modes.remove("events")
|
||||
return (updated_stream_modes, requested_stream_modes, req_single, stream)
|
||||
|
||||
@overload
|
||||
def stream(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
@@ -693,6 +697,38 @@ class RemoteGraph(PregelProtocol):
|
||||
subgraphs: bool = False,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
**kwargs: Any,
|
||||
) -> Iterator[dict[str, Any] | Any]: ...
|
||||
|
||||
@overload
|
||||
def stream(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
stream_mode: StreamMode | list[StreamMode] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
subgraphs: bool = False,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
**kwargs: Any,
|
||||
) -> Iterator[StreamPart]: ...
|
||||
|
||||
def stream(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
stream_mode: StreamMode | list[StreamMode] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
subgraphs: bool = False,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
**kwargs: Any,
|
||||
) -> Iterator[dict[str, Any] | Any]:
|
||||
"""Create a run and stream the results.
|
||||
@@ -774,10 +810,12 @@ class RemoteGraph(PregelProtocol):
|
||||
continue
|
||||
|
||||
if chunk.event.startswith("messages"):
|
||||
chunk = chunk._replace(data=tuple(chunk.data)) # type: ignore
|
||||
chunk = chunk._replace(data=tuple(chunk.data))
|
||||
|
||||
# emit chunk
|
||||
if subgraphs:
|
||||
if stream_version == "v2":
|
||||
yield {"type": mode, "ns": ns, "data": chunk.data}
|
||||
elif subgraphs:
|
||||
if NS_SEP in chunk.event:
|
||||
mode, ns_ = chunk.event.split(NS_SEP, 1)
|
||||
ns = tuple(ns_.split(NS_SEP))
|
||||
@@ -792,6 +830,38 @@ class RemoteGraph(PregelProtocol):
|
||||
else:
|
||||
yield chunk
|
||||
|
||||
@overload
|
||||
def astream(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
stream_mode: StreamMode | list[StreamMode] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
subgraphs: bool = False,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
**kwargs: Any,
|
||||
) -> AsyncIterator[dict[str, Any] | Any]: ...
|
||||
|
||||
@overload
|
||||
def astream(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
stream_mode: StreamMode | list[StreamMode] | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
subgraphs: bool = False,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
**kwargs: Any,
|
||||
) -> AsyncIterator[StreamPart]: ...
|
||||
|
||||
async def astream(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
@@ -803,6 +873,7 @@ class RemoteGraph(PregelProtocol):
|
||||
subgraphs: bool = False,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
**kwargs: Any,
|
||||
) -> AsyncIterator[dict[str, Any] | Any]:
|
||||
"""Create a run and stream the results.
|
||||
@@ -884,10 +955,12 @@ class RemoteGraph(PregelProtocol):
|
||||
continue
|
||||
|
||||
if chunk.event.startswith("messages"):
|
||||
chunk = chunk._replace(data=tuple(chunk.data)) # type: ignore
|
||||
chunk = chunk._replace(data=tuple(chunk.data))
|
||||
|
||||
# emit chunk
|
||||
if subgraphs:
|
||||
if stream_version == "v2":
|
||||
yield {"type": mode, "ns": ns, "data": chunk.data}
|
||||
elif subgraphs:
|
||||
if NS_SEP in chunk.event:
|
||||
mode, ns_ = chunk.event.split(NS_SEP, 1)
|
||||
ns = tuple(ns_.split(NS_SEP))
|
||||
@@ -918,6 +991,7 @@ class RemoteGraph(PregelProtocol):
|
||||
) -> AsyncIterator[dict[str, Any]]:
|
||||
raise NotImplementedError
|
||||
|
||||
@overload
|
||||
def invoke(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
@@ -927,6 +1001,34 @@ class RemoteGraph(PregelProtocol):
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
**kwargs: Any,
|
||||
) -> dict[str, Any] | Any: ...
|
||||
|
||||
@overload
|
||||
def invoke(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
**kwargs: Any,
|
||||
) -> GraphOutput[dict[str, Any]]: ...
|
||||
|
||||
def invoke(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
**kwargs: Any,
|
||||
) -> dict[str, Any] | Any:
|
||||
"""Create a run, wait until it finishes and return the final state.
|
||||
@@ -937,12 +1039,14 @@ class RemoteGraph(PregelProtocol):
|
||||
interrupt_before: Interrupt the graph before these nodes.
|
||||
interrupt_after: Interrupt the graph after these nodes.
|
||||
headers: Additional headers to pass to the request.
|
||||
stream_version: The streaming format version. `"v1"` (default) returns the
|
||||
traditional format, `"v2"` returns `StreamPart` typed dicts.
|
||||
**kwargs: Additional params to pass to RemoteGraph.stream.
|
||||
|
||||
Returns:
|
||||
The output of the graph.
|
||||
"""
|
||||
for chunk in self.stream(
|
||||
for chunk in self.stream( # type: ignore[misc, call-overload]
|
||||
input,
|
||||
config=config,
|
||||
interrupt_before=interrupt_before,
|
||||
@@ -950,15 +1054,49 @@ class RemoteGraph(PregelProtocol):
|
||||
headers=headers,
|
||||
stream_mode="values",
|
||||
params=params,
|
||||
stream_version=stream_version,
|
||||
**kwargs,
|
||||
):
|
||||
pass
|
||||
try:
|
||||
if stream_version == "v2":
|
||||
return GraphOutput(
|
||||
value=chunk["data"],
|
||||
interrupts=tuple(chunk.get("interrupts", ())),
|
||||
)
|
||||
return chunk
|
||||
except UnboundLocalError:
|
||||
logger.warning("No events received from remote graph")
|
||||
return None
|
||||
|
||||
@overload
|
||||
async def ainvoke(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
**kwargs: Any,
|
||||
) -> dict[str, Any] | Any: ...
|
||||
|
||||
@overload
|
||||
async def ainvoke(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
config: RunnableConfig | None = None,
|
||||
*,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v2"] = ...,
|
||||
**kwargs: Any,
|
||||
) -> GraphOutput[dict[str, Any]]: ...
|
||||
|
||||
async def ainvoke(
|
||||
self,
|
||||
input: dict[str, Any] | Any,
|
||||
@@ -968,6 +1106,7 @@ class RemoteGraph(PregelProtocol):
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
headers: dict[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
stream_version: Literal["v1", "v2"] = "v2",
|
||||
**kwargs: Any,
|
||||
) -> dict[str, Any] | Any:
|
||||
"""Create a run, wait until it finishes and return the final state.
|
||||
@@ -978,12 +1117,14 @@ class RemoteGraph(PregelProtocol):
|
||||
interrupt_before: Interrupt the graph before these nodes.
|
||||
interrupt_after: Interrupt the graph after these nodes.
|
||||
headers: Additional headers to pass to the request.
|
||||
stream_version: The streaming format version. `"v1"` (default) returns the
|
||||
traditional format, `"v2"` returns `StreamPart` typed dicts.
|
||||
**kwargs: Additional params to pass to RemoteGraph.astream.
|
||||
|
||||
Returns:
|
||||
The output of the graph.
|
||||
"""
|
||||
async for chunk in self.astream(
|
||||
async for chunk in self.astream( # type: ignore[misc, call-overload]
|
||||
input,
|
||||
config=config,
|
||||
interrupt_before=interrupt_before,
|
||||
@@ -991,10 +1132,16 @@ class RemoteGraph(PregelProtocol):
|
||||
headers=headers,
|
||||
stream_mode="values",
|
||||
params=params,
|
||||
stream_version=stream_version,
|
||||
**kwargs,
|
||||
):
|
||||
pass
|
||||
try:
|
||||
if stream_version == "v2":
|
||||
return GraphOutput(
|
||||
value=chunk["data"],
|
||||
interrupts=tuple(chunk.get("interrupts", ())),
|
||||
)
|
||||
return chunk
|
||||
except UnboundLocalError:
|
||||
logger.warning("No events received from remote graph")
|
||||
|
||||
@@ -16,17 +16,26 @@ from typing import (
|
||||
)
|
||||
from warnings import warn
|
||||
|
||||
from langchain_core.messages import AnyMessage
|
||||
from langchain_core.runnables import Runnable, RunnableConfig
|
||||
from langgraph.checkpoint.base import BaseCheckpointSaver, CheckpointMetadata
|
||||
from typing_extensions import Unpack, deprecated
|
||||
from typing_extensions import NotRequired, TypeAliasType, TypedDict, Unpack, deprecated
|
||||
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._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
|
||||
from langgraph.warnings import LangGraphDeprecatedSinceV10
|
||||
|
||||
# Local TypeVars for generic stream TypedDicts.
|
||||
# We use separate TypeVars here (rather than importing from langgraph.typing)
|
||||
# because the typing module TypeVars have defaults that cause mypy issues
|
||||
# when used in standalone type aliases.
|
||||
StateT = TypeVar("StateT")
|
||||
OutputT = TypeVar("OutputT")
|
||||
|
||||
if TYPE_CHECKING:
|
||||
from langgraph.pregel.protocol import PregelProtocol
|
||||
|
||||
@@ -44,6 +53,19 @@ __all__ = (
|
||||
"Checkpointer",
|
||||
"StreamMode",
|
||||
"StreamWriter",
|
||||
"StreamPart",
|
||||
"ValuesStreamPart",
|
||||
"UpdatesStreamPart",
|
||||
"MessagesStreamPart",
|
||||
"CustomStreamPart",
|
||||
"CheckpointStreamPart",
|
||||
"TasksStreamPart",
|
||||
"DebugStreamPart",
|
||||
"TaskPayload",
|
||||
"TaskResultPayload",
|
||||
"CheckpointTask",
|
||||
"CheckpointPayload",
|
||||
"DebugPayload",
|
||||
"RetryPolicy",
|
||||
"CachePolicy",
|
||||
"Interrupt",
|
||||
@@ -56,6 +78,7 @@ __all__ = (
|
||||
"Durability",
|
||||
"interrupt",
|
||||
"Overwrite",
|
||||
"GraphOutput",
|
||||
"ensure_valid_checkpointer",
|
||||
)
|
||||
|
||||
@@ -113,6 +136,221 @@ StreamWriter = Callable[[Any], None]
|
||||
Always injected into nodes if requested as a keyword argument, but it's a no-op
|
||||
when not using `stream_mode="custom"`."""
|
||||
|
||||
|
||||
class TaskPayload(TypedDict):
|
||||
"""Payload for a task start event."""
|
||||
|
||||
id: str
|
||||
name: str
|
||||
input: Any
|
||||
triggers: list[str]
|
||||
|
||||
|
||||
class TaskResultPayload(TypedDict):
|
||||
"""Payload for a task result event."""
|
||||
|
||||
id: str
|
||||
name: str
|
||||
error: str | None
|
||||
interrupts: list[dict]
|
||||
result: dict[str, Any]
|
||||
|
||||
|
||||
class CheckpointTask(TypedDict):
|
||||
"""A task entry within a `CheckpointPayload`.
|
||||
|
||||
The keys present depend on the task's state:
|
||||
|
||||
- **Error:** `id`, `name`, `error`, `state`
|
||||
- **Has result:** `id`, `name`, `result`, `interrupts`, `state`
|
||||
- **Pending:** `id`, `name`, `interrupts`, `state`
|
||||
"""
|
||||
|
||||
id: str
|
||||
name: str
|
||||
error: NotRequired[str]
|
||||
result: NotRequired[Any]
|
||||
interrupts: NotRequired[list[dict]]
|
||||
state: StateSnapshot | RunnableConfig | None
|
||||
|
||||
|
||||
class CheckpointPayload(TypedDict, Generic[StateT]):
|
||||
"""Payload for a checkpoint event."""
|
||||
|
||||
config: RunnableConfig | None
|
||||
metadata: CheckpointMetadata
|
||||
values: StateT
|
||||
next: list[str]
|
||||
parent_config: RunnableConfig | None
|
||||
tasks: list[CheckpointTask]
|
||||
|
||||
|
||||
class _DebugCheckpointPayload(TypedDict, Generic[StateT]):
|
||||
step: int
|
||||
timestamp: str
|
||||
type: Literal["checkpoint"]
|
||||
payload: CheckpointPayload[StateT]
|
||||
|
||||
|
||||
class _DebugTaskPayload(TypedDict):
|
||||
step: int
|
||||
timestamp: str
|
||||
type: Literal["task"]
|
||||
payload: TaskPayload
|
||||
|
||||
|
||||
class _DebugTaskResultPayload(TypedDict):
|
||||
step: int
|
||||
timestamp: str
|
||||
type: Literal["task_result"]
|
||||
payload: TaskResultPayload
|
||||
|
||||
|
||||
DebugPayload = TypeAliasType(
|
||||
"DebugPayload",
|
||||
_DebugCheckpointPayload[StateT] | _DebugTaskPayload | _DebugTaskResultPayload,
|
||||
type_params=(StateT,),
|
||||
)
|
||||
"""Wrapper payload for debug events. Discriminate on `type`."""
|
||||
|
||||
|
||||
class ValuesStreamPart(TypedDict, Generic[OutputT]):
|
||||
"""Stream part emitted for `stream_mode="values"`.
|
||||
|
||||
`data` contains the full state after each step, as returned by `read_channels()`.
|
||||
"""
|
||||
|
||||
type: Literal["values"]
|
||||
ns: tuple[str, ...]
|
||||
data: OutputT
|
||||
interrupts: tuple[Interrupt, ...]
|
||||
|
||||
|
||||
class UpdatesStreamPart(TypedDict):
|
||||
"""Stream part emitted for `stream_mode="updates"`.
|
||||
|
||||
`data` maps node names to their outputs. May also contain
|
||||
`__interrupt__` (tuple of `Interrupt` dicts) and `__metadata__` keys.
|
||||
"""
|
||||
|
||||
type: Literal["updates"]
|
||||
ns: tuple[str, ...]
|
||||
data: dict[str, Any]
|
||||
|
||||
|
||||
class MessagesStreamPart(TypedDict):
|
||||
"""Stream part emitted for `stream_mode="messages"`.
|
||||
|
||||
`data` is a 2-tuple of `(message, metadata)` where `message` is a
|
||||
`BaseMessage` (e.g. `AIMessageChunk`) and `metadata` is a dict containing
|
||||
keys like `langgraph_step`, `langgraph_node`, `langgraph_triggers`, etc.
|
||||
"""
|
||||
|
||||
type: Literal["messages"]
|
||||
ns: tuple[str, ...]
|
||||
data: tuple[AnyMessage, dict[str, Any]]
|
||||
|
||||
|
||||
class CustomStreamPart(TypedDict):
|
||||
"""Stream part emitted for `stream_mode="custom"`.
|
||||
|
||||
`data` is whatever value was passed to `StreamWriter` inside a node.
|
||||
"""
|
||||
|
||||
type: Literal["custom"]
|
||||
ns: tuple[str, ...]
|
||||
data: Any
|
||||
|
||||
|
||||
class CheckpointStreamPart(TypedDict, Generic[StateT]):
|
||||
"""Stream part emitted for `stream_mode="checkpoints"`."""
|
||||
|
||||
type: Literal["checkpoints"]
|
||||
ns: tuple[str, ...]
|
||||
data: CheckpointPayload[StateT]
|
||||
|
||||
|
||||
class TasksStreamPart(TypedDict):
|
||||
"""Stream part emitted for `stream_mode="tasks"`.
|
||||
|
||||
For task start events, `data` is a `TaskPayload` with `id`, `name`,
|
||||
`input`, and `triggers` keys.
|
||||
|
||||
For task result events, `data` is a `TaskResultPayload` with `id`,
|
||||
`name`, `error`, `interrupts`, and `result` keys.
|
||||
"""
|
||||
|
||||
type: Literal["tasks"]
|
||||
ns: tuple[str, ...]
|
||||
data: TaskPayload | TaskResultPayload
|
||||
|
||||
|
||||
class DebugStreamPart(TypedDict, Generic[StateT]):
|
||||
"""Stream part emitted for `stream_mode="debug"`."""
|
||||
|
||||
type: Literal["debug"]
|
||||
ns: tuple[str, ...]
|
||||
data: DebugPayload[StateT]
|
||||
|
||||
|
||||
StreamPart = TypeAliasType(
|
||||
"StreamPart",
|
||||
ValuesStreamPart[OutputT]
|
||||
| UpdatesStreamPart
|
||||
| MessagesStreamPart
|
||||
| CustomStreamPart
|
||||
| CheckpointStreamPart[StateT]
|
||||
| TasksStreamPart
|
||||
| DebugStreamPart[StateT],
|
||||
type_params=(OutputT, StateT),
|
||||
)
|
||||
"""A discriminated union of all v2 stream part types.
|
||||
|
||||
Use `part["type"]` to narrow the type:
|
||||
|
||||
```python
|
||||
async for part in graph.astream(input, stream_version="v2"):
|
||||
if part["type"] == "values":
|
||||
part["data"] # OutputT — full state (pydantic/dataclass/dict)
|
||||
elif part["type"] == "messages":
|
||||
part["data"] # tuple[BaseMessage, dict] — (message, metadata)
|
||||
elif part["type"] == "custom":
|
||||
part["data"] # Any — user-defined
|
||||
```
|
||||
"""
|
||||
|
||||
|
||||
@dataclass(frozen=True)
|
||||
class GraphOutput(Generic[OutputT]):
|
||||
"""Typed container returned by `invoke()` / `ainvoke()` with `stream_version="v2"`.
|
||||
|
||||
Attributes:
|
||||
value: The final output of the graph (dict, Pydantic model, dataclass, etc.).
|
||||
interrupts: Any interrupts that occurred during execution.
|
||||
"""
|
||||
|
||||
value: OutputT
|
||||
interrupts: tuple[Interrupt, ...] = ()
|
||||
|
||||
def __getitem__(self, key: str) -> Any:
|
||||
"""Backward compat: `result['__interrupt__']` and dict-key access."""
|
||||
if key == _INTERRUPT_KEY:
|
||||
return self.interrupts
|
||||
if isinstance(self.value, dict):
|
||||
return self.value[key]
|
||||
try:
|
||||
return getattr(self.value, key)
|
||||
except AttributeError:
|
||||
raise KeyError(key)
|
||||
|
||||
def __contains__(self, key: object) -> bool:
|
||||
if key == _INTERRUPT_KEY:
|
||||
return bool(self.interrupts)
|
||||
if isinstance(self.value, dict):
|
||||
return key in self.value
|
||||
return isinstance(key, str) and hasattr(self.value, key)
|
||||
|
||||
|
||||
_DC_KWARGS = {"kw_only": True, "slots": True, "frozen": True}
|
||||
|
||||
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
@@ -5,12 +5,15 @@ from __future__ import annotations
|
||||
import builtins
|
||||
import warnings
|
||||
from collections.abc import AsyncIterator, Callable, Mapping, Sequence
|
||||
from typing import Any, overload
|
||||
from typing import Any, Literal, overload
|
||||
|
||||
import httpx
|
||||
|
||||
from langgraph_sdk._async.http import HttpClient
|
||||
from langgraph_sdk._shared.utilities import _get_run_metadata_from_response
|
||||
from langgraph_sdk._shared.utilities import (
|
||||
_get_run_metadata_from_response,
|
||||
_sse_to_v2_dict,
|
||||
)
|
||||
from langgraph_sdk.schema import (
|
||||
All,
|
||||
BulkCancelRunsStatus,
|
||||
@@ -33,9 +36,21 @@ from langgraph_sdk.schema import (
|
||||
RunStatus,
|
||||
StreamMode,
|
||||
StreamPart,
|
||||
StreamPartV2,
|
||||
StreamVersion,
|
||||
)
|
||||
|
||||
|
||||
async def _wrap_stream_v2(
|
||||
raw: AsyncIterator[StreamPart],
|
||||
) -> AsyncIterator[StreamPartV2]:
|
||||
"""Wrap a raw SSE stream, converting each event to a v2 dict."""
|
||||
async for part in raw:
|
||||
v2 = _sse_to_v2_dict(part.event, part.data)
|
||||
if v2 is not None:
|
||||
yield v2
|
||||
|
||||
|
||||
class RunsClient:
|
||||
"""Client for managing runs in LangGraph.
|
||||
|
||||
@@ -81,6 +96,66 @@ class RunsClient:
|
||||
headers: Mapping[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
) -> AsyncIterator[StreamPart]: ...
|
||||
|
||||
@overload
|
||||
def stream(
|
||||
self,
|
||||
thread_id: str,
|
||||
assistant_id: str,
|
||||
*,
|
||||
input: Input | None = None,
|
||||
command: Command | None = None,
|
||||
stream_mode: StreamMode | Sequence[StreamMode] = "values",
|
||||
stream_subgraphs: bool = False,
|
||||
stream_resumable: bool = False,
|
||||
metadata: Mapping[str, Any] | None = None,
|
||||
config: Config | None = None,
|
||||
context: Context | None = None,
|
||||
checkpoint: Checkpoint | None = None,
|
||||
checkpoint_id: str | None = None,
|
||||
checkpoint_during: bool | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
feedback_keys: Sequence[str] | None = None,
|
||||
on_disconnect: DisconnectMode | None = None,
|
||||
webhook: str | None = None,
|
||||
multitask_strategy: MultitaskStrategy | None = None,
|
||||
if_not_exists: IfNotExists | None = None,
|
||||
after_seconds: int | None = None,
|
||||
headers: Mapping[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
|
||||
stream_version: Literal["v2"] = "v2",
|
||||
) -> AsyncIterator[StreamPartV2]: ...
|
||||
|
||||
@overload
|
||||
def stream(
|
||||
self,
|
||||
thread_id: None,
|
||||
assistant_id: str,
|
||||
*,
|
||||
input: Input | None = None,
|
||||
command: Command | None = None,
|
||||
stream_mode: StreamMode | Sequence[StreamMode] = "values",
|
||||
stream_subgraphs: bool = False,
|
||||
stream_resumable: bool = False,
|
||||
metadata: Mapping[str, Any] | None = None,
|
||||
config: Config | None = None,
|
||||
checkpoint_during: bool | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
feedback_keys: Sequence[str] | None = None,
|
||||
on_disconnect: DisconnectMode | None = None,
|
||||
on_completion: OnCompletionBehavior | None = None,
|
||||
if_not_exists: IfNotExists | None = None,
|
||||
webhook: str | None = None,
|
||||
after_seconds: int | None = None,
|
||||
headers: Mapping[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
) -> AsyncIterator[StreamPart]: ...
|
||||
|
||||
@overload
|
||||
@@ -108,7 +183,8 @@ class RunsClient:
|
||||
headers: Mapping[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
|
||||
) -> AsyncIterator[StreamPart]: ...
|
||||
stream_version: Literal["v2"] = "v2",
|
||||
) -> AsyncIterator[StreamPartV2]: ...
|
||||
|
||||
def stream(
|
||||
self,
|
||||
@@ -139,7 +215,8 @@ class RunsClient:
|
||||
params: QueryParamTypes | None = None,
|
||||
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
|
||||
durability: Durability | None = None,
|
||||
) -> AsyncIterator[StreamPart]:
|
||||
stream_version: StreamVersion = "v2",
|
||||
) -> AsyncIterator[StreamPart | StreamPartV2]:
|
||||
"""Create a run and stream the results.
|
||||
|
||||
Args:
|
||||
@@ -180,6 +257,8 @@ class RunsClient:
|
||||
"async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
|
||||
"sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
|
||||
"exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
|
||||
stream_version: Stream format version. "v1" (default) returns raw SSE StreamPart
|
||||
NamedTuples. "v2" returns typed dicts with `type`, `ns`, and `data` keys.
|
||||
|
||||
Returns:
|
||||
Asynchronous iterator of stream results.
|
||||
@@ -222,7 +301,7 @@ class RunsClient:
|
||||
stacklevel=2,
|
||||
)
|
||||
|
||||
payload = {
|
||||
payload: dict[str, Any] = {
|
||||
"input": input,
|
||||
"command": (
|
||||
{k: v for k, v in command.items() if v is not None} if command else None
|
||||
@@ -259,7 +338,7 @@ class RunsClient:
|
||||
if on_run_created and (metadata := _get_run_metadata_from_response(res)):
|
||||
on_run_created(metadata)
|
||||
|
||||
return self.http.stream(
|
||||
raw = self.http.stream(
|
||||
endpoint,
|
||||
"POST",
|
||||
json={k: v for k, v in payload.items() if v is not None},
|
||||
@@ -267,6 +346,9 @@ class RunsClient:
|
||||
headers=headers,
|
||||
on_response=on_response if on_run_created else None,
|
||||
)
|
||||
if stream_version == "v2":
|
||||
return _wrap_stream_v2(raw)
|
||||
return raw
|
||||
|
||||
@overload
|
||||
async def create(
|
||||
|
||||
@@ -107,6 +107,19 @@ def _get_run_metadata_from_response(
|
||||
return None
|
||||
|
||||
|
||||
def _sse_to_v2_dict(event: str, data: Any) -> dict[str, Any] | None:
|
||||
"""Convert an SSE event+data pair into a v2 stream part dict.
|
||||
|
||||
Returns None for ``end`` events (signals end of stream).
|
||||
"""
|
||||
if event == "end":
|
||||
return None
|
||||
parts = event.split("|")
|
||||
event_type = parts[0]
|
||||
ns = parts[1:] if len(parts) > 1 else []
|
||||
return {"type": event_type, "ns": ns, "data": data}
|
||||
|
||||
|
||||
def _provided_vals(d: Mapping[str, Any]) -> dict[str, Any]:
|
||||
return {k: v for k, v in d.items() if v is not None}
|
||||
|
||||
|
||||
@@ -5,11 +5,14 @@ from __future__ import annotations
|
||||
import builtins
|
||||
import warnings
|
||||
from collections.abc import Callable, Iterator, Mapping, Sequence
|
||||
from typing import Any, overload
|
||||
from typing import Any, Literal, overload
|
||||
|
||||
import httpx
|
||||
|
||||
from langgraph_sdk._shared.utilities import _get_run_metadata_from_response
|
||||
from langgraph_sdk._shared.utilities import (
|
||||
_get_run_metadata_from_response,
|
||||
_sse_to_v2_dict,
|
||||
)
|
||||
from langgraph_sdk._sync.http import SyncHttpClient
|
||||
from langgraph_sdk.schema import (
|
||||
All,
|
||||
@@ -33,9 +36,21 @@ from langgraph_sdk.schema import (
|
||||
RunStatus,
|
||||
StreamMode,
|
||||
StreamPart,
|
||||
StreamPartV2,
|
||||
StreamVersion,
|
||||
)
|
||||
|
||||
|
||||
def _wrap_stream_v2_sync(
|
||||
raw: Iterator[StreamPart],
|
||||
) -> Iterator[StreamPartV2]:
|
||||
"""Wrap a raw SSE stream, converting each event to a v2 dict."""
|
||||
for part in raw:
|
||||
v2 = _sse_to_v2_dict(part.event, part.data)
|
||||
if v2 is not None:
|
||||
yield v2
|
||||
|
||||
|
||||
class SyncRunsClient:
|
||||
"""Synchronous client for managing runs in LangGraph.
|
||||
|
||||
@@ -80,6 +95,66 @@ class SyncRunsClient:
|
||||
headers: Mapping[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
) -> Iterator[StreamPart]: ...
|
||||
|
||||
@overload
|
||||
def stream(
|
||||
self,
|
||||
thread_id: str,
|
||||
assistant_id: str,
|
||||
*,
|
||||
input: Input | None = None,
|
||||
command: Command | None = None,
|
||||
stream_mode: StreamMode | Sequence[StreamMode] = "values",
|
||||
stream_subgraphs: bool = False,
|
||||
metadata: Mapping[str, Any] | None = None,
|
||||
config: Config | None = None,
|
||||
context: Context | None = None,
|
||||
checkpoint: Checkpoint | None = None,
|
||||
checkpoint_id: str | None = None,
|
||||
checkpoint_during: bool | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
feedback_keys: Sequence[str] | None = None,
|
||||
on_disconnect: DisconnectMode | None = None,
|
||||
webhook: str | None = None,
|
||||
multitask_strategy: MultitaskStrategy | None = None,
|
||||
if_not_exists: IfNotExists | None = None,
|
||||
after_seconds: int | None = None,
|
||||
headers: Mapping[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
|
||||
stream_version: Literal["v2"] = "v2",
|
||||
) -> Iterator[StreamPartV2]: ...
|
||||
|
||||
@overload
|
||||
def stream(
|
||||
self,
|
||||
thread_id: None,
|
||||
assistant_id: str,
|
||||
*,
|
||||
input: Input | None = None,
|
||||
command: Command | None = None,
|
||||
stream_mode: StreamMode | Sequence[StreamMode] = "values",
|
||||
stream_subgraphs: bool = False,
|
||||
stream_resumable: bool = False,
|
||||
metadata: Mapping[str, Any] | None = None,
|
||||
config: Config | None = None,
|
||||
context: Context | None = None,
|
||||
checkpoint_during: bool | None = None,
|
||||
interrupt_before: All | Sequence[str] | None = None,
|
||||
interrupt_after: All | Sequence[str] | None = None,
|
||||
feedback_keys: Sequence[str] | None = None,
|
||||
on_disconnect: DisconnectMode | None = None,
|
||||
on_completion: OnCompletionBehavior | None = None,
|
||||
if_not_exists: IfNotExists | None = None,
|
||||
webhook: str | None = None,
|
||||
after_seconds: int | None = None,
|
||||
headers: Mapping[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
|
||||
stream_version: Literal["v1"],
|
||||
) -> Iterator[StreamPart]: ...
|
||||
|
||||
@overload
|
||||
@@ -108,7 +183,8 @@ class SyncRunsClient:
|
||||
headers: Mapping[str, str] | None = None,
|
||||
params: QueryParamTypes | None = None,
|
||||
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
|
||||
) -> Iterator[StreamPart]: ...
|
||||
stream_version: Literal["v2"] = "v2",
|
||||
) -> Iterator[StreamPartV2]: ...
|
||||
|
||||
def stream(
|
||||
self,
|
||||
@@ -139,7 +215,8 @@ class SyncRunsClient:
|
||||
params: QueryParamTypes | None = None,
|
||||
on_run_created: Callable[[RunCreateMetadata], None] | None = None,
|
||||
durability: Durability | None = None,
|
||||
) -> Iterator[StreamPart]:
|
||||
stream_version: StreamVersion = "v2",
|
||||
) -> Iterator[StreamPart | StreamPartV2]:
|
||||
"""Create a run and stream the results.
|
||||
|
||||
Args:
|
||||
@@ -179,7 +256,8 @@ class SyncRunsClient:
|
||||
"async" means checkpoints are persisted async while next graph step executes, replaces checkpoint_during=True
|
||||
"sync" means checkpoints are persisted sync after graph step executes, replaces checkpoint_during=False
|
||||
"exit" means checkpoints are only persisted when the run exits, does not save intermediate steps
|
||||
|
||||
stream_version: Stream format version. "v1" (default) returns raw SSE StreamPart
|
||||
NamedTuples. "v2" returns typed dicts with `type`, `ns`, and `data` keys.
|
||||
|
||||
Returns:
|
||||
Iterator of stream results.
|
||||
@@ -218,7 +296,7 @@ class SyncRunsClient:
|
||||
DeprecationWarning,
|
||||
stacklevel=2,
|
||||
)
|
||||
payload = {
|
||||
payload: dict[str, Any] = {
|
||||
"input": input,
|
||||
"command": (
|
||||
{k: v for k, v in command.items() if v is not None} if command else None
|
||||
@@ -255,7 +333,7 @@ class SyncRunsClient:
|
||||
if on_run_created and (metadata := _get_run_metadata_from_response(res)):
|
||||
on_run_created(metadata)
|
||||
|
||||
return self.http.stream(
|
||||
raw = self.http.stream(
|
||||
endpoint,
|
||||
"POST",
|
||||
json={k: v for k, v in payload.items() if v is not None},
|
||||
@@ -263,6 +341,9 @@ class SyncRunsClient:
|
||||
headers=headers,
|
||||
on_response=on_response if on_run_created else None,
|
||||
)
|
||||
if stream_version == "v2":
|
||||
return _wrap_stream_v2_sync(raw)
|
||||
return raw
|
||||
|
||||
@overload
|
||||
def create(
|
||||
|
||||
@@ -588,6 +588,206 @@ class StreamPart(NamedTuple):
|
||||
"""The ID of the event."""
|
||||
|
||||
|
||||
StreamVersion = Literal["v1", "v2"]
|
||||
"""Stream format version.
|
||||
|
||||
- ``"v1"``: Traditional format — raw SSE ``StreamPart`` NamedTuples.
|
||||
- ``"v2"``: Each event is a typed dict with ``type``, ``ns``, and ``data`` keys.
|
||||
"""
|
||||
|
||||
|
||||
# --- Typed payload dicts (JSON-deserialized from the server) ---
|
||||
|
||||
|
||||
class TaskPayload(TypedDict):
|
||||
"""Payload for a task start event."""
|
||||
|
||||
id: str
|
||||
name: str
|
||||
input: Any
|
||||
triggers: list[str]
|
||||
|
||||
|
||||
class TaskResultPayload(TypedDict):
|
||||
"""Payload for a task result event."""
|
||||
|
||||
id: str
|
||||
name: str
|
||||
error: str | None
|
||||
interrupts: list[dict[str, Any]]
|
||||
result: dict[str, Any]
|
||||
|
||||
|
||||
class CheckpointTaskPayload(TypedDict):
|
||||
"""A task entry within a ``CheckpointPayload``.
|
||||
|
||||
The keys present depend on the task's state:
|
||||
|
||||
- **Error:** ``id``, ``name``, ``error``, ``state``
|
||||
- **Has result:** ``id``, ``name``, ``result``, ``interrupts``, ``state``
|
||||
- **Pending:** ``id``, ``name``, ``interrupts``, ``state``
|
||||
"""
|
||||
|
||||
id: str
|
||||
name: str
|
||||
error: NotRequired[str]
|
||||
result: NotRequired[Any]
|
||||
interrupts: NotRequired[list[dict[str, Any]]]
|
||||
state: dict[str, Any] | None
|
||||
|
||||
|
||||
class CheckpointPayload(TypedDict):
|
||||
"""Payload for a checkpoint event."""
|
||||
|
||||
config: dict[str, Any] | None
|
||||
metadata: dict[str, Any]
|
||||
values: dict[str, Any]
|
||||
next: list[str]
|
||||
parent_config: dict[str, Any] | None
|
||||
tasks: list[CheckpointTaskPayload]
|
||||
|
||||
|
||||
class _DebugCheckpointPayload(TypedDict):
|
||||
step: int
|
||||
timestamp: str
|
||||
type: Literal["checkpoint"]
|
||||
payload: CheckpointPayload
|
||||
|
||||
|
||||
class _DebugTaskPayload(TypedDict):
|
||||
step: int
|
||||
timestamp: str
|
||||
type: Literal["task"]
|
||||
payload: TaskPayload
|
||||
|
||||
|
||||
class _DebugTaskResultPayload(TypedDict):
|
||||
step: int
|
||||
timestamp: str
|
||||
type: Literal["task_result"]
|
||||
payload: TaskResultPayload
|
||||
|
||||
|
||||
DebugPayload = _DebugCheckpointPayload | _DebugTaskPayload | _DebugTaskResultPayload
|
||||
"""Wrapper payload for debug events. Discriminate on ``type``."""
|
||||
|
||||
|
||||
class RunMetadataPayload(TypedDict):
|
||||
"""Payload for the ``metadata`` control event."""
|
||||
|
||||
run_id: str
|
||||
|
||||
|
||||
# --- v2 stream part TypedDicts ---
|
||||
|
||||
|
||||
class ValuesStreamPart(TypedDict):
|
||||
"""Stream part emitted for ``stream_mode="values"``."""
|
||||
|
||||
type: Literal["values"]
|
||||
ns: list[str]
|
||||
data: dict[str, Any]
|
||||
|
||||
|
||||
class UpdatesStreamPart(TypedDict):
|
||||
"""Stream part emitted for ``stream_mode="updates"``."""
|
||||
|
||||
type: Literal["updates"]
|
||||
ns: list[str]
|
||||
data: dict[str, Any]
|
||||
|
||||
|
||||
class MessagesPartialStreamPart(TypedDict):
|
||||
"""Stream part emitted for partial message chunks (``messages/partial``)."""
|
||||
|
||||
type: Literal["messages/partial"]
|
||||
ns: list[str]
|
||||
data: list[dict[str, Any]]
|
||||
|
||||
|
||||
class MessagesCompleteStreamPart(TypedDict):
|
||||
"""Stream part emitted for complete messages (``messages/complete``)."""
|
||||
|
||||
type: Literal["messages/complete"]
|
||||
ns: list[str]
|
||||
data: list[dict[str, Any]]
|
||||
|
||||
|
||||
class MessagesMetadataStreamPart(TypedDict):
|
||||
"""Stream part emitted for message metadata (``messages/metadata``)."""
|
||||
|
||||
type: Literal["messages/metadata"]
|
||||
ns: list[str]
|
||||
data: dict[str, Any]
|
||||
|
||||
|
||||
class MessagesTupleStreamPart(TypedDict):
|
||||
"""Stream part emitted for ``stream_mode="messages"`` (raw message+metadata pair)."""
|
||||
|
||||
type: Literal["messages"]
|
||||
ns: list[str]
|
||||
data: list[dict[str, Any]]
|
||||
|
||||
|
||||
class CustomStreamPart(TypedDict):
|
||||
"""Stream part emitted for ``stream_mode="custom"``."""
|
||||
|
||||
type: Literal["custom"]
|
||||
ns: list[str]
|
||||
data: Any
|
||||
|
||||
|
||||
class CheckpointsStreamPart(TypedDict):
|
||||
"""Stream part emitted for ``stream_mode="checkpoints"``."""
|
||||
|
||||
type: Literal["checkpoints"]
|
||||
ns: list[str]
|
||||
data: CheckpointPayload
|
||||
|
||||
|
||||
class TasksStreamPart(TypedDict):
|
||||
"""Stream part emitted for ``stream_mode="tasks"``."""
|
||||
|
||||
type: Literal["tasks"]
|
||||
ns: list[str]
|
||||
data: TaskPayload | TaskResultPayload
|
||||
|
||||
|
||||
class DebugStreamPart(TypedDict):
|
||||
"""Stream part emitted for ``stream_mode="debug"``."""
|
||||
|
||||
type: Literal["debug"]
|
||||
ns: list[str]
|
||||
data: DebugPayload
|
||||
|
||||
|
||||
class MetadataStreamPart(TypedDict):
|
||||
"""Control event with ``run_id`` and other run metadata."""
|
||||
|
||||
type: Literal["metadata"]
|
||||
ns: list[str]
|
||||
data: RunMetadataPayload
|
||||
|
||||
|
||||
StreamPartV2 = (
|
||||
ValuesStreamPart
|
||||
| UpdatesStreamPart
|
||||
| MessagesPartialStreamPart
|
||||
| MessagesCompleteStreamPart
|
||||
| MessagesMetadataStreamPart
|
||||
| MessagesTupleStreamPart
|
||||
| CustomStreamPart
|
||||
| CheckpointsStreamPart
|
||||
| TasksStreamPart
|
||||
| DebugStreamPart
|
||||
| MetadataStreamPart
|
||||
)
|
||||
"""Discriminated union of all v2 stream part types.
|
||||
|
||||
Use ``part["type"]`` to narrow the type.
|
||||
"""
|
||||
|
||||
|
||||
class Send(TypedDict):
|
||||
"""Represents a message to be sent to a specific node in the graph.
|
||||
|
||||
|
||||
@@ -2,18 +2,39 @@ from __future__ import annotations
|
||||
|
||||
from collections.abc import Iterator, Sequence
|
||||
from pathlib import Path
|
||||
from typing import Any
|
||||
|
||||
import httpx
|
||||
import pytest
|
||||
from typing_extensions import assert_type
|
||||
|
||||
from langgraph_sdk._shared.utilities import _sse_to_v2_dict
|
||||
from langgraph_sdk.client import HttpClient, SyncHttpClient
|
||||
from langgraph_sdk.schema import StreamPart
|
||||
from langgraph_sdk.schema import (
|
||||
CheckpointPayload,
|
||||
CheckpointsStreamPart,
|
||||
CustomStreamPart,
|
||||
DebugPayload,
|
||||
DebugStreamPart,
|
||||
MetadataStreamPart,
|
||||
RunMetadataPayload,
|
||||
StreamPart,
|
||||
StreamPartV2,
|
||||
TaskPayload,
|
||||
TaskResultPayload,
|
||||
TasksStreamPart,
|
||||
UpdatesStreamPart,
|
||||
ValuesStreamPart,
|
||||
)
|
||||
from langgraph_sdk.sse import BytesLike, BytesLineDecoder, SSEDecoder
|
||||
|
||||
with open(Path(__file__).parent / "fixtures" / "response.txt", "rb") as f:
|
||||
RESPONSE_PAYLOAD = f.read()
|
||||
|
||||
|
||||
# --- test helpers ---
|
||||
|
||||
|
||||
class AsyncListByteStream(httpx.AsyncByteStream):
|
||||
def __init__(self, chunks: Sequence[bytes], exc: Exception | None = None) -> None:
|
||||
self._chunks = list(chunks)
|
||||
@@ -50,6 +71,24 @@ def iter_lines_raw(payload: list[bytes]) -> Iterator[BytesLike]:
|
||||
yield from decoder.flush()
|
||||
|
||||
|
||||
_V2_REQUIRED_KEYS = {"type", "ns", "data"}
|
||||
|
||||
|
||||
def _assert_v2_shape(part: Any) -> None:
|
||||
"""Assert a v2 stream part has the required keys and types."""
|
||||
assert isinstance(part, dict), f"Expected dict, got {type(part)}"
|
||||
assert part.keys() >= _V2_REQUIRED_KEYS, (
|
||||
f"Missing keys: {_V2_REQUIRED_KEYS - part.keys()}"
|
||||
)
|
||||
assert isinstance(part["type"], str)
|
||||
assert isinstance(part["ns"], list)
|
||||
for elem in part["ns"]:
|
||||
assert isinstance(elem, str)
|
||||
|
||||
|
||||
# --- SSE parsing ---
|
||||
|
||||
|
||||
def test_stream_sse():
|
||||
for groups in (
|
||||
[RESPONSE_PAYLOAD],
|
||||
@@ -69,6 +108,9 @@ def test_stream_sse():
|
||||
assert len(parts) == 79
|
||||
|
||||
|
||||
# --- HTTP client streaming ---
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_http_client_stream_flushes_trailing_event():
|
||||
payload = b'event: foo\ndata: {"bar": 1}\n'
|
||||
@@ -92,6 +134,26 @@ async def test_http_client_stream_flushes_trailing_event():
|
||||
assert parts == [StreamPart(event="foo", data={"bar": 1})]
|
||||
|
||||
|
||||
def test_sync_http_client_stream_flushes_trailing_event():
|
||||
payload = b'event: foo\ndata: {"bar": 1}\n'
|
||||
|
||||
def handler(request: httpx.Request) -> httpx.Response:
|
||||
assert request.headers["accept"] == "text/event-stream"
|
||||
assert request.headers["cache-control"] == "no-store"
|
||||
return httpx.Response(
|
||||
200,
|
||||
headers={"Content-Type": "text/event-stream"},
|
||||
content=payload,
|
||||
)
|
||||
|
||||
transport = httpx.MockTransport(handler)
|
||||
with httpx.Client(transport=transport, base_url="https://example.com") as client:
|
||||
http_client = SyncHttpClient(client)
|
||||
parts = list(http_client.stream("/stream", "GET"))
|
||||
|
||||
assert parts == [StreamPart(event="foo", data={"bar": 1})]
|
||||
|
||||
|
||||
def test_sync_http_client_stream_recovers_after_disconnect():
|
||||
reconnect_path = "/reconnect"
|
||||
first_chunks = [
|
||||
@@ -228,21 +290,138 @@ async def test_http_client_stream_recovers_after_disconnect():
|
||||
]
|
||||
|
||||
|
||||
def test_sync_http_client_stream_flushes_trailing_event():
|
||||
payload = b'event: foo\ndata: {"bar": 1}\n'
|
||||
# --- _sse_to_v2_dict conversion ---
|
||||
|
||||
def handler(request: httpx.Request) -> httpx.Response:
|
||||
assert request.headers["accept"] == "text/event-stream"
|
||||
assert request.headers["cache-control"] == "no-store"
|
||||
return httpx.Response(
|
||||
200,
|
||||
headers={"Content-Type": "text/event-stream"},
|
||||
content=payload,
|
||||
|
||||
def test_sse_to_v2_dict_basic() -> None:
|
||||
result = _sse_to_v2_dict("values", {"messages": [{"role": "user"}]})
|
||||
assert result is not None
|
||||
_assert_v2_shape(result)
|
||||
assert result == {
|
||||
"type": "values",
|
||||
"ns": [],
|
||||
"data": {"messages": [{"role": "user"}]},
|
||||
}
|
||||
|
||||
|
||||
def test_sse_to_v2_dict_with_namespace() -> None:
|
||||
result = _sse_to_v2_dict("updates|sub:abc", {"key": "val"})
|
||||
assert result is not None
|
||||
_assert_v2_shape(result)
|
||||
assert result == {
|
||||
"type": "updates",
|
||||
"ns": ["sub:abc"],
|
||||
"data": {"key": "val"},
|
||||
}
|
||||
|
||||
|
||||
def test_sse_to_v2_dict_with_multiple_ns() -> None:
|
||||
result = _sse_to_v2_dict("custom|parent|child:123", "hello")
|
||||
assert result is not None
|
||||
_assert_v2_shape(result)
|
||||
assert result == {
|
||||
"type": "custom",
|
||||
"ns": ["parent", "child:123"],
|
||||
"data": "hello",
|
||||
}
|
||||
|
||||
|
||||
def test_sse_to_v2_dict_end_event() -> None:
|
||||
assert _sse_to_v2_dict("end", None) is None
|
||||
|
||||
|
||||
def test_sse_to_v2_dict_metadata_event() -> None:
|
||||
result = _sse_to_v2_dict("metadata", {"run_id": "abc-123"})
|
||||
assert result is not None
|
||||
_assert_v2_shape(result)
|
||||
assert result == {
|
||||
"type": "metadata",
|
||||
"ns": [],
|
||||
"data": {"run_id": "abc-123"},
|
||||
}
|
||||
|
||||
|
||||
def test_sse_to_v2_dict_messages_partial() -> None:
|
||||
result = _sse_to_v2_dict("messages/partial", [{"type": "ai", "content": "hi"}])
|
||||
assert result is not None
|
||||
_assert_v2_shape(result)
|
||||
assert result == {
|
||||
"type": "messages/partial",
|
||||
"ns": [],
|
||||
"data": [{"type": "ai", "content": "hi"}],
|
||||
}
|
||||
|
||||
|
||||
# --- client-side v2 stream wrapping ---
|
||||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_async_stream_v2_client_side_conversion() -> None:
|
||||
from langgraph_sdk._async.runs import _wrap_stream_v2
|
||||
|
||||
async def mock_stream() -> Any:
|
||||
yield StreamPart(event="metadata", data={"run_id": "r1"})
|
||||
yield StreamPart(
|
||||
event="values", data={"messages": [{"role": "user", "content": "hi"}]}
|
||||
)
|
||||
yield StreamPart(event="updates|sub:abc", data={"node": {"out": 1}})
|
||||
yield StreamPart(event="end", data=None) # type: ignore[arg-type]
|
||||
|
||||
transport = httpx.MockTransport(handler)
|
||||
with httpx.Client(transport=transport, base_url="https://example.com") as client:
|
||||
http_client = SyncHttpClient(client)
|
||||
parts = list(http_client.stream("/stream", "GET"))
|
||||
parts: list[StreamPartV2] = [part async for part in _wrap_stream_v2(mock_stream())]
|
||||
assert len(parts) == 3
|
||||
for part in parts:
|
||||
_assert_v2_shape(part)
|
||||
assert parts[0] == {"type": "metadata", "ns": [], "data": {"run_id": "r1"}}
|
||||
assert parts[1] == {
|
||||
"type": "values",
|
||||
"ns": [],
|
||||
"data": {"messages": [{"role": "user", "content": "hi"}]},
|
||||
}
|
||||
assert parts[2] == {
|
||||
"type": "updates",
|
||||
"ns": ["sub:abc"],
|
||||
"data": {"node": {"out": 1}},
|
||||
}
|
||||
|
||||
assert parts == [StreamPart(event="foo", data={"bar": 1})]
|
||||
|
||||
def test_sync_stream_v2_client_side_conversion() -> None:
|
||||
from langgraph_sdk._sync.runs import _wrap_stream_v2_sync
|
||||
|
||||
def mock_stream() -> Any:
|
||||
yield StreamPart(event="metadata", data={"run_id": "r1"})
|
||||
yield StreamPart(event="values", data={"state": "full"})
|
||||
yield StreamPart(event="end", data=None) # type: ignore[arg-type]
|
||||
|
||||
parts: list[StreamPartV2] = list(_wrap_stream_v2_sync(mock_stream()))
|
||||
assert len(parts) == 2
|
||||
for part in parts:
|
||||
_assert_v2_shape(part)
|
||||
assert parts[0] == {"type": "metadata", "ns": [], "data": {"run_id": "r1"}}
|
||||
assert parts[1] == {"type": "values", "ns": [], "data": {"state": "full"}}
|
||||
|
||||
|
||||
# --- type narrowing compile-time checks ---
|
||||
|
||||
|
||||
def _check_v2_type_narrowing(part: StreamPartV2) -> None:
|
||||
"""Compile-time type narrowing checks — validates mypy narrows the union."""
|
||||
if part["type"] == "values":
|
||||
assert_type(part, ValuesStreamPart)
|
||||
assert_type(part["data"], dict[str, Any])
|
||||
elif part["type"] == "updates":
|
||||
assert_type(part, UpdatesStreamPart)
|
||||
assert_type(part["data"], dict[str, Any])
|
||||
elif part["type"] == "custom":
|
||||
assert_type(part, CustomStreamPart)
|
||||
elif part["type"] == "checkpoints":
|
||||
assert_type(part, CheckpointsStreamPart)
|
||||
assert_type(part["data"], CheckpointPayload)
|
||||
elif part["type"] == "tasks":
|
||||
assert_type(part, TasksStreamPart)
|
||||
assert_type(part["data"], TaskPayload | TaskResultPayload)
|
||||
elif part["type"] == "debug":
|
||||
assert_type(part, DebugStreamPart)
|
||||
assert_type(part["data"], DebugPayload)
|
||||
elif part["type"] == "metadata":
|
||||
assert_type(part, MetadataStreamPart)
|
||||
assert_type(part["data"], RunMetadataPayload)
|
||||
|
||||
Reference in New Issue
Block a user