219 lines
6.4 KiB
Python
219 lines
6.4 KiB
Python
from __future__ import annotations
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from collections.abc import Sequence
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from dataclasses import dataclass
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from enum import Enum
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from typing import Any, Literal
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from warnings import warn
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# EmptyChannelError is re-exported from langgraph.channels.base
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from langgraph.checkpoint.base import EmptyChannelError # noqa: F401
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from typing_extensions import deprecated
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from langgraph.types import Command, Interrupt
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from langgraph.warnings import LangGraphDeprecatedSinceV10
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__all__ = (
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"EmptyChannelError",
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"ErrorCode",
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"GraphDrained",
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"GraphRecursionError",
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"InvalidUpdateError",
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"GraphBubbleUp",
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"GraphInterrupt",
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"NodeError",
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"NodeInterrupt",
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"NodeTimeoutError",
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"ParentCommand",
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"EmptyInputError",
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"TaskNotFound",
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)
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class ErrorCode(Enum):
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GRAPH_RECURSION_LIMIT = "GRAPH_RECURSION_LIMIT"
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INVALID_CONCURRENT_GRAPH_UPDATE = "INVALID_CONCURRENT_GRAPH_UPDATE"
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INVALID_GRAPH_NODE_RETURN_VALUE = "INVALID_GRAPH_NODE_RETURN_VALUE"
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MULTIPLE_SUBGRAPHS = "MULTIPLE_SUBGRAPHS"
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INVALID_CHAT_HISTORY = "INVALID_CHAT_HISTORY"
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def create_error_message(*, message: str, error_code: ErrorCode) -> str:
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return (
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f"{message}\n"
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"For troubleshooting, visit: https://docs.langchain.com/oss/python/langgraph/"
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f"errors/{error_code.value}"
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)
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class GraphBubbleUp(Exception):
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pass
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class GraphDrained(GraphBubbleUp):
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"""Raised when a graph run exits early due to a drain request.
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This indicates the graph stopped cooperatively at a superstep boundary
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because `RunControl.request_drain()` was called (e.g., in response to
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SIGTERM). The checkpoint is saved and the run can be resumed later.
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"""
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def __init__(self, reason: str = "shutdown") -> None:
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self.reason = reason
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super().__init__(f"Graph drained: {reason}")
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class GraphRecursionError(RecursionError):
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"""Raised when the graph has exhausted the maximum number of steps.
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This prevents infinite loops. To increase the maximum number of steps,
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run your graph with a config specifying a higher `recursion_limit`.
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Troubleshooting guides:
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- [`GRAPH_RECURSION_LIMIT`](https://docs.langchain.com/oss/python/langgraph/GRAPH_RECURSION_LIMIT)
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Examples:
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graph = builder.compile()
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graph.invoke(
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{"messages": [("user", "Hello, world!")]},
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# The config is the second positional argument
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{"recursion_limit": 1000},
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)
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"""
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pass
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class InvalidUpdateError(Exception):
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"""Raised when attempting to update a channel with an invalid set of updates.
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Troubleshooting guides:
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- [`INVALID_CONCURRENT_GRAPH_UPDATE`](https://docs.langchain.com/oss/python/langgraph/INVALID_CONCURRENT_GRAPH_UPDATE)
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- [`INVALID_GRAPH_NODE_RETURN_VALUE`](https://docs.langchain.com/oss/python/langgraph/INVALID_GRAPH_NODE_RETURN_VALUE)
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"""
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pass
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class GraphInterrupt(GraphBubbleUp):
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"""Raised when a subgraph is interrupted, suppressed by the root graph.
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Never raised directly, or surfaced to the user."""
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def __init__(self, interrupts: Sequence[Interrupt] = ()) -> None:
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super().__init__(interrupts)
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@deprecated(
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"NodeInterrupt is deprecated. Please use [`interrupt`][langgraph.types.interrupt] instead.",
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category=None,
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)
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class NodeInterrupt(GraphInterrupt):
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"""Raised by a node to interrupt execution."""
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def __init__(self, value: Any, id: str | None = None) -> None:
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warn(
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"NodeInterrupt is deprecated. Please use `langgraph.types.interrupt` instead.",
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LangGraphDeprecatedSinceV10,
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stacklevel=2,
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)
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if id is None:
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super().__init__([Interrupt(value=value)])
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else:
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super().__init__([Interrupt(value=value, id=id)])
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class ParentCommand(GraphBubbleUp):
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args: tuple[Command]
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def __init__(self, command: Command) -> None:
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super().__init__(command)
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class EmptyInputError(Exception):
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"""Raised when graph receives an empty input."""
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pass
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class TaskNotFound(Exception):
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"""Raised when the executor is unable to find a task (for distributed mode)."""
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pass
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@dataclass(frozen=True, slots=True)
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class NodeError:
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"""Failure context passed to a node-level error handler.
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Inject by adding a parameter typed `NodeError` to a handler registered via
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`StateGraph.add_node(..., error_handler=...)`:
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```python
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def handler(state: State, error: NodeError) -> Command:
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return Command(update={"status": f"recovered from {error.node}: {error.error}"})
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```
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"""
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node: str
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"""Name of the node whose execution failed."""
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error: BaseException
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"""Exception raised by the failed node."""
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class NodeTimeoutError(Exception):
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"""Raised when a node invocation exceeds one of its configured timeouts.
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Does **not** inherit from the built-in `TimeoutError` (a subclass of
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`OSError`) so that the default `RetryPolicy` treats it as retryable.
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Both `idle_timeout` and `run_timeout` reflect the configured policy at the
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time of the failure (each is `None` if not configured). `kind` and
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`timeout` identify which one fired.
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"""
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node: str
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timeout: float
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run_timeout: float | None
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idle_timeout: float | None
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elapsed: float
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kind: Literal["idle", "run"]
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def __init__(
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self,
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node: str,
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elapsed: float,
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*,
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kind: Literal["idle", "run"],
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idle_timeout: float | None = None,
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run_timeout: float | None = None,
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) -> None:
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if kind == "idle":
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if idle_timeout is None:
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raise ValueError("idle_timeout is required when kind='idle'")
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message = (
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f"Node '{node}' exceeded its idle timeout of "
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f"{idle_timeout:.3f}s without making progress "
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f"(elapsed: {elapsed:.3f}s)."
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)
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self.timeout = idle_timeout
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elif kind == "run":
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if run_timeout is None:
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raise ValueError("run_timeout is required when kind='run'")
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message = (
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f"Node '{node}' exceeded its run timeout of "
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f"{run_timeout:.3f}s (elapsed: {elapsed:.3f}s)."
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)
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self.timeout = run_timeout
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else:
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raise ValueError("kind must be 'idle' or 'run'")
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super().__init__(message)
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self.node = node
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self.elapsed = elapsed
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self.kind = kind
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self.idle_timeout = idle_timeout
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self.run_timeout = run_timeout
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