diff --git a/lib/crewai/pyproject.toml b/lib/crewai/pyproject.toml index 2990c71af..3e85cec8d 100644 --- a/lib/crewai/pyproject.toml +++ b/lib/crewai/pyproject.toml @@ -43,7 +43,6 @@ dependencies = [ "uv~=0.9.13", "aiosqlite~=0.21.0", "lancedb>=0.29.2", - "cloudpickle~=3.1.2", ] [project.urls] @@ -106,6 +105,9 @@ a2a = [ file-processing = [ "crewai-files", ] +pickling = [ + 'cloudpickle~=3.1.2' +] [project.scripts] diff --git a/lib/crewai/src/crewai/types/callable.py b/lib/crewai/src/crewai/types/callable.py index 40204dd97..bee29119a 100644 --- a/lib/crewai/src/crewai/types/callable.py +++ b/lib/crewai/src/crewai/types/callable.py @@ -1,23 +1,73 @@ """Serializable callable type for Pydantic models. -All callables (named functions, lambdas, closures, methods) are serialized +All callables (ex., named functions, lambdas, closures, methods) are serialized via ``cloudpickle`` + base64. On deserialization the base64 payload is decoded and unpickled back into a live callable. + +Deserialization is **opt-in** to prevent arbitrary code execution from +untrusted payloads. Callers must use :data:`allow_pickle_deserialization` to enable it:: + + with allow_pickle_deserialization:q + task = Task.model_validate_json(untrusted_json) + +``cloudpickle`` is an optional dependency. Serialization and deserialization +will raise ``RuntimeError`` if it is not installed. """ from __future__ import annotations import base64 from collections.abc import Callable +from contextvars import ContextVar from typing import Annotated, Any -import cloudpickle # type: ignore[import-untyped] from pydantic import BeforeValidator, PlainSerializer, WithJsonSchema +_ALLOW_PICKLE: ContextVar[bool] = ContextVar("_ALLOW_PICKLE", default=False) + + +def _import_cloudpickle() -> Any: + try: + import cloudpickle # type: ignore[import-untyped] + except ModuleNotFoundError: + raise RuntimeError( + "cloudpickle is required for callable serialization. " + "Install it with: uv add 'crewai[pickling]'" + ) from None + return cloudpickle + + +class _AllowPickleDeserialization: + """Reentrant context manager that opts in to cloudpickle deserialization. + + Usage:: + + with allow_pickle_deserialization: + task = Task.model_validate_json(payload) + """ + + def __enter__(self) -> None: + self._token = _ALLOW_PICKLE.set(True) + + def __exit__(self, *_: object) -> None: + _ALLOW_PICKLE.reset(self._token) + + +allow_pickle_deserialization = _AllowPickleDeserialization() + + def _deserialize_callable(v: str | Callable[..., Any]) -> Callable[..., Any]: """Deserialize a base64-encoded cloudpickle payload, or pass through if already callable.""" if isinstance(v, str): + if not _ALLOW_PICKLE.get(): + raise RuntimeError( + "Refusing to unpickle a callable from untrusted data. 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