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160 lines
4.8 KiB
Python
160 lines
4.8 KiB
Python
from __future__ import annotations
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from collections import deque
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from dataclasses import dataclass
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from enum import Enum
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from typing import TYPE_CHECKING, Annotated, Any, Literal, NewType, Optional, Union
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import pytest
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from pydantic import BaseModel
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from typing_extensions import NotRequired, Required, TypedDict
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from langgraph._internal._serde import (
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collect_allowlist_from_schemas,
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curated_core_allowlist,
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)
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class Color(Enum):
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RED = "red"
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BLUE = "blue"
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@dataclass
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class InnerDataclass:
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value: int
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class InnerModel(BaseModel):
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name: str
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@dataclass
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class Node:
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value: int
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child: Node | None = None
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if TYPE_CHECKING:
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class MissingType:
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pass
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@dataclass
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class MissingRefDataclass:
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payload: MissingType
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class Payload(TypedDict):
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item: InnerDataclass
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maybe: NotRequired[InnerModel]
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required: Required[str]
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@dataclass
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class NestedDataclass:
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inner: InnerDataclass
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items: list[InnerModel]
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mapping: dict[str, InnerDataclass]
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optional: InnerModel | None
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union: InnerDataclass | InnerModel
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queue: deque[InnerDataclass]
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frozen: frozenset[InnerModel]
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AnnotatedList = Annotated[list[InnerDataclass], "meta"]
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UserId = NewType("UserId", int)
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class DummyChannel:
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@property
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def ValueType(self) -> type[InnerDataclass]:
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return InnerDataclass
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@property
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def UpdateType(self) -> type[InnerModel]:
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return InnerModel
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def test_curated_core_allowlist_includes_messages() -> None:
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try:
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from langchain_core.messages import BaseMessage
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except Exception:
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pytest.skip("langchain_core not available")
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allowlist = curated_core_allowlist()
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assert (BaseMessage.__module__, BaseMessage.__name__) in allowlist
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def test_collect_allowlist_basic_models() -> None:
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allowlist = collect_allowlist_from_schemas(
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schemas=[InnerDataclass, InnerModel, Color]
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)
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assert (InnerDataclass.__module__, InnerDataclass.__name__) in allowlist
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assert (InnerModel.__module__, InnerModel.__name__) in allowlist
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assert (Color.__module__, Color.__name__) in allowlist
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def test_collect_allowlist_nested_containers() -> None:
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allowlist = collect_allowlist_from_schemas(schemas=[NestedDataclass])
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assert (NestedDataclass.__module__, NestedDataclass.__name__) in allowlist
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assert (InnerDataclass.__module__, InnerDataclass.__name__) in allowlist
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assert (InnerModel.__module__, InnerModel.__name__) in allowlist
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def test_collect_allowlist_annotated_and_union() -> None:
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allowlist = collect_allowlist_from_schemas(
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schemas=[AnnotatedList, InnerModel | None, InnerDataclass | None]
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)
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assert (InnerDataclass.__module__, InnerDataclass.__name__) in allowlist
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assert (InnerModel.__module__, InnerModel.__name__) in allowlist
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def test_collect_allowlist_literal_and_any() -> None:
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allowlist = collect_allowlist_from_schemas(schemas=[Any, Literal["a"]])
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assert allowlist == set()
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def test_collect_allowlist_typeddict_fields_only() -> None:
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allowlist = collect_allowlist_from_schemas(schemas=[Payload])
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assert (InnerDataclass.__module__, InnerDataclass.__name__) in allowlist
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assert (InnerModel.__module__, InnerModel.__name__) in allowlist
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assert (Payload.__module__, Payload.__name__) not in allowlist
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def test_collect_allowlist_forward_refs() -> None:
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allowlist = collect_allowlist_from_schemas(schemas=[Node])
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assert (Node.__module__, Node.__name__) in allowlist
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def test_collect_allowlist_missing_forward_ref() -> None:
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allowlist = collect_allowlist_from_schemas(schemas=[MissingRefDataclass])
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assert allowlist == {(MissingRefDataclass.__module__, MissingRefDataclass.__name__)}
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def test_collect_allowlist_newtype_supertype() -> None:
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allowlist = collect_allowlist_from_schemas(schemas=[UserId])
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assert allowlist == set()
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def test_collect_allowlist_channels() -> None:
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channels = {"a": DummyChannel(), "b": DummyChannel()}
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allowlist = collect_allowlist_from_schemas(channels=channels)
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assert (InnerDataclass.__module__, InnerDataclass.__name__) in allowlist
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assert (InnerModel.__module__, InnerModel.__name__) in allowlist
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def test_collect_allowlist_pep604_union() -> None:
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schema = InnerDataclass | InnerModel
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allowlist = collect_allowlist_from_schemas(schemas=[schema])
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assert (InnerDataclass.__module__, InnerDataclass.__name__) in allowlist
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assert (InnerModel.__module__, InnerModel.__name__) in allowlist
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def test_collect_allowlist_typing_union_optional() -> None:
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typing_optional = Optional[InnerDataclass] # noqa: UP045
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typing_union = Union[InnerDataclass, InnerModel] # noqa: UP007
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allowlist = collect_allowlist_from_schemas(schemas=[typing_optional, typing_union])
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assert (InnerDataclass.__module__, InnerDataclass.__name__) in allowlist
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assert (InnerModel.__module__, InnerModel.__name__) in allowlist
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