mirror of
https://github.com/langchain-ai/langgraph.git
synced 2026-08-23 16:12:25 +02:00
chore: Restrict "json" type deserialization (#6269)
- Rm untyped loads/dumps - Restrict to an allow list --------- Co-authored-by: Sydney Runkle <sydneymarierunkle@gmail.com>
This commit is contained in:
co-authored by
Sydney Runkle
parent
d298b489b4
commit
c5744f583b
@@ -1,5 +1,6 @@
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from __future__ import annotations
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import json
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import random
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import sqlite3
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import threading
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@@ -265,9 +266,7 @@ class SqliteSaver(BaseCheckpointSaver[str]):
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self.serde.loads_typed((type, checkpoint)),
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cast(
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CheckpointMetadata,
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self.jsonplus_serde.loads(metadata)
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if metadata is not None
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else {},
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json.loads(metadata) if metadata is not None else {},
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),
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(
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{
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@@ -358,9 +357,7 @@ class SqliteSaver(BaseCheckpointSaver[str]):
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self.serde.loads_typed((type, checkpoint)),
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cast(
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CheckpointMetadata,
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self.jsonplus_serde.loads(metadata)
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if metadata is not None
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else {},
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json.loads(metadata) if metadata is not None else {},
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),
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(
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{
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@@ -413,9 +410,9 @@ class SqliteSaver(BaseCheckpointSaver[str]):
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thread_id = config["configurable"]["thread_id"]
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checkpoint_ns = config["configurable"]["checkpoint_ns"]
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type_, serialized_checkpoint = self.serde.dumps_typed(checkpoint)
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serialized_metadata = self.jsonplus_serde.dumps(
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get_checkpoint_metadata(config, metadata)
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)
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serialized_metadata = json.dumps(
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get_checkpoint_metadata(config, metadata), ensure_ascii=False
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).encode("utf-8", "ignore")
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with self.cursor() as cur:
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cur.execute(
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"INSERT OR REPLACE INTO checkpoints (thread_id, checkpoint_ns, checkpoint_id, parent_checkpoint_id, type, checkpoint, metadata) VALUES (?, ?, ?, ?, ?, ?, ?)",
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@@ -1,6 +1,7 @@
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from __future__ import annotations
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import asyncio
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import json
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import random
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from collections.abc import AsyncIterator, Callable, Iterator, Sequence
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from contextlib import asynccontextmanager
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@@ -377,9 +378,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
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self.serde.loads_typed((type, checkpoint)),
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cast(
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CheckpointMetadata,
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self.jsonplus_serde.loads(metadata)
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if metadata is not None
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else {},
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(json.loads(metadata) if metadata is not None else {}),
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),
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(
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{
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@@ -457,9 +456,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
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self.serde.loads_typed((type, checkpoint)),
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cast(
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CheckpointMetadata,
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self.jsonplus_serde.loads(metadata)
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if metadata is not None
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else {},
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(json.loads(metadata) if metadata is not None else {}),
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),
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(
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{
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@@ -503,9 +500,9 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
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thread_id = config["configurable"]["thread_id"]
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checkpoint_ns = config["configurable"]["checkpoint_ns"]
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type_, serialized_checkpoint = self.serde.dumps_typed(checkpoint)
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serialized_metadata = self.jsonplus_serde.dumps(
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get_checkpoint_metadata(config, metadata)
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)
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serialized_metadata = json.dumps(
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get_checkpoint_metadata(config, metadata), ensure_ascii=False
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).encode("utf-8", "ignore")
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async with (
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self.lock,
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self.conn.execute(
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@@ -1,6 +1,6 @@
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from __future__ import annotations
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from typing import Any, Protocol
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from typing import Any, Protocol, runtime_checkable
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class UntypedSerializerProtocol(Protocol):
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@@ -11,7 +11,8 @@ class UntypedSerializerProtocol(Protocol):
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def loads(self, data: bytes) -> Any: ...
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class SerializerProtocol(UntypedSerializerProtocol, Protocol):
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@runtime_checkable
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class SerializerProtocol(Protocol):
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"""Protocol for serialization and deserialization of objects.
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- `dumps`: Serialize an object to bytes.
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@@ -31,12 +32,6 @@ class SerializerCompat(SerializerProtocol):
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def __init__(self, serde: UntypedSerializerProtocol) -> None:
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self.serde = serde
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def dumps(self, obj: Any) -> bytes:
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return self.serde.dumps(obj)
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def loads(self, data: bytes) -> Any:
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return self.serde.loads(data)
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def dumps_typed(self, obj: Any) -> tuple[str, bytes]:
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return type(obj).__name__, self.serde.dumps(obj)
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@@ -49,7 +44,7 @@ def maybe_add_typed_methods(
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) -> SerializerProtocol:
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"""Wrap serde old serde implementations in a class with loads_typed and dumps_typed for backwards compatibility."""
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if not hasattr(serde, "loads_typed") or not hasattr(serde, "dumps_typed"):
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if not isinstance(serde, SerializerProtocol):
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return SerializerCompat(serde)
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return serde
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@@ -14,12 +14,6 @@ class EncryptedSerializer(SerializerProtocol):
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self.cipher = cipher
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self.serde = serde
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def dumps(self, obj: Any) -> bytes:
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return self.serde.dumps(obj)
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def loads(self, data: bytes) -> Any:
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return self.serde.loads(data)
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def dumps_typed(self, obj: Any) -> tuple[str, bytes]:
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"""Serialize an object to a tuple `(type, bytes)` and encrypt the bytes."""
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# serialize data
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@@ -4,6 +4,7 @@ import dataclasses
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import decimal
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import importlib
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import json
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import logging
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import pathlib
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import pickle
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import re
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@@ -21,13 +22,12 @@ from ipaddress import (
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IPv6Interface,
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IPv6Network,
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)
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from typing import Any, cast
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from typing import Any, Literal
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from uuid import UUID
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from zoneinfo import ZoneInfo
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import ormsgpack
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from langchain_core.load.load import Reviver
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from langchain_core.load.serializable import Serializable
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from langgraph.checkpoint.serde.base import SerializerProtocol
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from langgraph.checkpoint.serde.types import SendProtocol
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@@ -35,18 +35,31 @@ from langgraph.store.base import Item
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LC_REVIVER = Reviver()
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EMPTY_BYTES = b""
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logger = logging.getLogger(__name__)
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class JsonPlusSerializer(SerializerProtocol):
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"""Serializer that uses ormsgpack, with a fallback to extended JSON serializer."""
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"""Serializer that uses ormsgpack, with optional fallbacks.
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Security note: this serializer is intended for use within the BaseCheckpointSaver
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class and called within the Pregel loop. It should not be used on untrusted
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python objects. If an attacker can write directly to your checkpoint database,
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they may be able to trigger code execution when data is deserialized.
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"""
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def __init__(
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self,
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*,
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pickle_fallback: bool = False,
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allowed_json_modules: Sequence[tuple[str, ...]] | Literal[True] | None = None,
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__unpack_ext_hook__: Callable[[int, bytes], Any] | None = None,
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) -> None:
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self.pickle_fallback = pickle_fallback
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self._allowed_modules = (
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{mod_and_name for mod_and_name in allowed_json_modules}
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if allowed_json_modules and allowed_json_modules is not True
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else (allowed_json_modules if allowed_json_modules is True else None)
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)
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self._unpack_ext_hook = (
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__unpack_ext_hook__
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if __unpack_ext_hook__ is not None
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@@ -74,134 +87,90 @@ class JsonPlusSerializer(SerializerProtocol):
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out["kwargs"] = kwargs
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return out
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def _default(self, obj: Any) -> str | dict[str, Any]:
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if isinstance(obj, Serializable):
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return cast(dict[str, Any], obj.to_json())
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elif hasattr(obj, "model_dump") and callable(obj.model_dump):
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return self._encode_constructor_args(
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obj.__class__, method=(None, "model_construct"), kwargs=obj.model_dump()
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)
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elif hasattr(obj, "dict") and callable(obj.dict):
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return self._encode_constructor_args(
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obj.__class__, method=(None, "construct"), kwargs=obj.dict()
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)
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elif hasattr(obj, "_asdict") and callable(obj._asdict):
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return self._encode_constructor_args(obj.__class__, kwargs=obj._asdict())
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elif isinstance(obj, pathlib.Path):
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return self._encode_constructor_args(pathlib.Path, args=obj.parts)
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elif isinstance(obj, re.Pattern):
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return self._encode_constructor_args(
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re.compile, args=(obj.pattern, obj.flags)
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)
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elif isinstance(obj, UUID):
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return self._encode_constructor_args(UUID, args=(obj.hex,))
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elif isinstance(obj, decimal.Decimal):
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return self._encode_constructor_args(decimal.Decimal, args=(str(obj),))
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elif isinstance(obj, (set, frozenset, deque)):
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return self._encode_constructor_args(type(obj), args=(tuple(obj),))
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elif isinstance(obj, (IPv4Address, IPv4Interface, IPv4Network)):
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return self._encode_constructor_args(obj.__class__, args=(str(obj),))
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elif isinstance(obj, (IPv6Address, IPv6Interface, IPv6Network)):
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return self._encode_constructor_args(obj.__class__, args=(str(obj),))
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elif isinstance(obj, datetime):
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return self._encode_constructor_args(
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datetime, method="fromisoformat", args=(obj.isoformat(),)
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)
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elif isinstance(obj, timezone):
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return self._encode_constructor_args(
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timezone,
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args=obj.__getinitargs__(), # type: ignore[attr-defined]
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)
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elif isinstance(obj, ZoneInfo):
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return self._encode_constructor_args(ZoneInfo, args=(obj.key,))
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elif isinstance(obj, timedelta):
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return self._encode_constructor_args(
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timedelta, args=(obj.days, obj.seconds, obj.microseconds)
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)
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elif isinstance(obj, date):
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return self._encode_constructor_args(
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date, args=(obj.year, obj.month, obj.day)
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)
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elif isinstance(obj, time):
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return self._encode_constructor_args(
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time,
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args=(obj.hour, obj.minute, obj.second, obj.microsecond, obj.tzinfo),
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kwargs={"fold": obj.fold},
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)
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elif dataclasses.is_dataclass(obj):
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return self._encode_constructor_args(
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obj.__class__,
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kwargs={
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field.name: getattr(obj, field.name)
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for field in dataclasses.fields(obj)
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},
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)
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elif isinstance(obj, Enum):
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return self._encode_constructor_args(obj.__class__, args=(obj.value,))
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elif isinstance(obj, SendProtocol):
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return self._encode_constructor_args(
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obj.__class__, kwargs={"node": obj.node, "arg": obj.arg}
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)
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elif isinstance(obj, (bytes, bytearray)):
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return self._encode_constructor_args(
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obj.__class__, method="fromhex", args=(obj.hex(),)
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)
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elif isinstance(obj, BaseException):
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return repr(obj)
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else:
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raise TypeError(
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f"Object of type {obj.__class__.__name__} is not JSON serializable"
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)
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def _reviver(self, value: dict[str, Any]) -> Any:
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if (
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if self._allowed_modules and (
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value.get("lc", None) == 2
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and value.get("type", None) == "constructor"
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and value.get("id", None) is not None
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):
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try:
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# Get module and class name
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[*module, name] = value["id"]
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# Import module
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mod = importlib.import_module(".".join(module))
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# Import class
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cls = getattr(mod, name)
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# Instantiate class
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method = value.get("method")
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if isinstance(method, str):
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methods = [getattr(cls, method)]
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elif isinstance(method, list):
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methods = [
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cls if method is None else getattr(cls, method)
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for method in method
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]
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else:
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methods = [cls]
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args = value.get("args")
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kwargs = value.get("kwargs")
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for method in methods:
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try:
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if isclass(method) and issubclass(method, BaseException):
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return None
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if args and kwargs:
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return method(*args, **kwargs)
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elif args:
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return method(*args)
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elif kwargs:
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return method(**kwargs)
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else:
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return method()
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except Exception:
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continue
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except Exception:
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return None
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return self._revive_lc2(value)
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except InvalidModuleError as e:
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logger.warning(
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"Object %s is not in the deserialization allowlist.\n%s",
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value["id"],
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e.message,
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)
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return LC_REVIVER(value)
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def dumps(self, obj: Any) -> bytes:
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return json.dumps(obj, default=self._default, ensure_ascii=False).encode(
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"utf-8", "ignore"
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def _revive_lc2(self, value: dict[str, Any]) -> Any:
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self._check_allowed_modules(value)
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[*module, name] = value["id"]
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try:
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mod = importlib.import_module(".".join(module))
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cls = getattr(mod, name)
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method = value.get("method")
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if isinstance(method, str):
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methods = [getattr(cls, method)]
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elif isinstance(method, list):
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methods = [cls if m is None else getattr(cls, m) for m in method]
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else:
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methods = [cls]
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args = value.get("args")
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kwargs = value.get("kwargs")
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for method in methods:
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try:
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if isclass(method) and issubclass(method, BaseException):
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return None
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if args and kwargs:
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return method(*args, **kwargs)
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elif args:
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return method(*args)
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elif kwargs:
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return method(**kwargs)
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else:
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return method()
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except Exception:
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continue
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except Exception:
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return None
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def _check_allowed_modules(self, value: dict[str, Any]) -> None:
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needed = tuple(value["id"])
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method = value.get("method")
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if isinstance(method, list):
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method_display = ",".join(m or "<init>" for m in method)
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elif isinstance(method, str):
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method_display = method
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else:
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method_display = "<init>"
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dotted = ".".join(needed)
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if not self._allowed_modules:
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raise InvalidModuleError(
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f"Refused to deserialize JSON constructor: {dotted} (method: {method_display}). "
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"No allowed_json_modules configured.\n\n"
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"Unblock with ONE of:\n"
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f" • JsonPlusSerializer(allowed_json_modules=[{needed!r}, ...])\n"
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" • (DANGEROUS) JsonPlusSerializer(allowed_json_modules=True)\n\n"
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"Note: Prefix allowlists are intentionally unsupported; prefer exact symbols "
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"or plain-JSON representations revived without import-time side effects."
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)
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if self._allowed_modules is True:
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return
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if needed in self._allowed_modules:
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return
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raise InvalidModuleError(
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f"Refused to deserialize JSON constructor: {dotted} (method: {method_display}). "
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"Symbol is not in the deserialization allowlist.\n\n"
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"Add exactly this symbol to unblock:\n"
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f" JsonPlusSerializer(allowed_json_modules=[{needed!r}, ...])\n"
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"Or, as a last resort (DANGEROUS):\n"
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" JsonPlusSerializer(allowed_json_modules=True)"
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)
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def dumps_typed(self, obj: Any) -> tuple[str, bytes]:
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@@ -215,15 +184,10 @@ class JsonPlusSerializer(SerializerProtocol):
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try:
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return "msgpack", _msgpack_enc(obj)
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except ormsgpack.MsgpackEncodeError as exc:
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if "valid UTF-8" in str(exc):
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return "json", self.dumps(obj)
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elif self.pickle_fallback:
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if self.pickle_fallback:
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return "pickle", pickle.dumps(obj)
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raise exc
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def loads(self, data: bytes) -> Any:
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return json.loads(data, object_hook=self._reviver)
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def loads_typed(self, data: tuple[str, bytes]) -> Any:
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type_, data_ = data
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if type_ == "null":
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@@ -233,7 +197,7 @@ class JsonPlusSerializer(SerializerProtocol):
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elif type_ == "bytearray":
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return bytearray(data_)
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elif type_ == "json":
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return self.loads(data_)
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return json.loads(data_, object_hook=self._reviver)
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elif type_ == "msgpack":
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return ormsgpack.unpackb(
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data_, ext_hook=self._unpack_ext_hook, option=ormsgpack.OPT_NON_STR_KEYS
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@@ -663,6 +627,13 @@ def _msgpack_ext_hook_to_json(code: int, data: bytes) -> Any:
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return
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class InvalidModuleError(Exception):
|
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"""Exception raised when a module is not in the allowlist."""
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|
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def __init__(self, message: str):
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self.message = message
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|
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|
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_option = (
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ormsgpack.OPT_NON_STR_KEYS
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| ormsgpack.OPT_PASSTHROUGH_DATACLASS
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|
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@@ -1,4 +1,5 @@
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import dataclasses
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import json
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import pathlib
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import re
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import sys
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@@ -19,6 +20,7 @@ from pydantic.v1 import BaseModel as BaseModelV1
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from pydantic.v1 import SecretStr as SecretStrV1
|
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|
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from langgraph.checkpoint.serde.jsonplus import (
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InvalidModuleError,
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JsonPlusSerializer,
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_msgpack_ext_hook_to_json,
|
||||
)
|
||||
@@ -160,10 +162,9 @@ def test_serde_jsonplus() -> None:
|
||||
"Text\ud83d\udcac",
|
||||
"收花🙄·到",
|
||||
]
|
||||
serde = JsonPlusSerializer(pickle_fallback=True)
|
||||
|
||||
assert serde.loads_typed(serde.dumps_typed(surrogates)) == [
|
||||
v.encode("utf-8", "ignore").decode() for v in surrogates
|
||||
]
|
||||
assert serde.loads_typed(serde.dumps_typed(surrogates)) == surrogates
|
||||
|
||||
|
||||
def test_serde_jsonplus_json_mode() -> None:
|
||||
@@ -290,6 +291,20 @@ def test_serde_jsonplus_bytes() -> None:
|
||||
assert serde.loads_typed(dumped) == some_bytes
|
||||
|
||||
|
||||
def test_deserde_invalid_module() -> None:
|
||||
serde = JsonPlusSerializer()
|
||||
load = {
|
||||
"lc": 2,
|
||||
"type": "constructor",
|
||||
"id": ["pprint", "pprint"],
|
||||
"kwargs": {"object": "HELLO"},
|
||||
}
|
||||
with pytest.raises(InvalidModuleError):
|
||||
serde._revive_lc2(load)
|
||||
serde = JsonPlusSerializer(allowed_json_modules=[("pprint", "pprint")])
|
||||
serde.loads_typed(("json", json.dumps(load).encode("utf-8")))
|
||||
|
||||
|
||||
def test_serde_jsonplus_bytearray() -> None:
|
||||
serde = JsonPlusSerializer()
|
||||
|
||||
|
||||
@@ -7,8 +7,10 @@
|
||||
"Bash(sed:*)",
|
||||
"Bash(awk:*)",
|
||||
"Bash(uv run mypy:*)",
|
||||
"Bash(uv run:*)"
|
||||
"Bash(uv run:*)",
|
||||
"Bash(make test:*)",
|
||||
"Bash(make test_parallel:*)"
|
||||
],
|
||||
"deny": []
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@@ -21,18 +21,18 @@ def test_interrupt_legacy_ns() -> None:
|
||||
assert new_interrupt.id == old_interrupt.id
|
||||
|
||||
|
||||
serializer = JsonPlusSerializer()
|
||||
serializer = JsonPlusSerializer(allowed_json_modules=True)
|
||||
|
||||
|
||||
def test_serialization_roundtrip() -> None:
|
||||
"""Test that the legacy interrupt (pre v1) can be reserialized as the modern interrupt without id corruption."""
|
||||
|
||||
# generated with:
|
||||
# JsonPlusSerializer().dumps(Interrupt(value="legacy_test", ns=["legacy_test"], resumable=True, when="during"))
|
||||
# JsonPlusSerializer().dumps_typed(Interrupt(value="legacy_test", ns=["legacy_test"], resumable=True, when="during"))
|
||||
legacy_interrupt_bytes = b'{"lc": 2, "type": "constructor", "id": ["langgraph", "types", "Interrupt"], "kwargs": {"value": "legacy_test", "resumable": true, "ns": ["legacy_test"], "when": "during"}}'
|
||||
legacy_interrupt_id = "f1fa625689ec006a5b32b76863e22a6c"
|
||||
|
||||
interrupt = serializer.loads(legacy_interrupt_bytes)
|
||||
interrupt = serializer.loads_typed(("json", legacy_interrupt_bytes))
|
||||
assert interrupt.id == legacy_interrupt_id
|
||||
assert interrupt.value == "legacy_test"
|
||||
|
||||
@@ -41,10 +41,10 @@ def test_serialization_roundtrip_complex_ns() -> None:
|
||||
"""Test that the legacy interrupt (pre v1), with a more complex ns can be reserialized as the modern interrupt without id corruption."""
|
||||
|
||||
# generated with:
|
||||
# JsonPlusSerializer().dumps(Interrupt(value="legacy_test", ns=["legacy:test", "with:complex", "name:space"], resumable=True, when="during"))
|
||||
# JsonPlusSerializer().dumps_typed(Interrupt(value="legacy_test", ns=["legacy:test", "with:complex", "name:space"], resumable=True, when="during"))
|
||||
legacy_interrupt_bytes = b'{"lc": 2, "type": "constructor", "id": ["langgraph", "types", "Interrupt"], "kwargs": {"value": "legacy_test", "resumable": true, "ns": ["legacy:test", "with:complex", "name:space"], "when": "during"}}'
|
||||
legacy_interrupt_id = "e69356a9ee3630ee7f4f597f2693000c"
|
||||
|
||||
interrupt = serializer.loads(legacy_interrupt_bytes)
|
||||
interrupt = serializer.loads_typed(("json", legacy_interrupt_bytes))
|
||||
assert interrupt.id == legacy_interrupt_id
|
||||
assert interrupt.value == "legacy_test"
|
||||
|
||||
Reference in New Issue
Block a user