"""Helper functions for deprecating parts of the LangChain API. This module was adapted from matplotlibs _api/deprecation.py module: https://github.com/matplotlib/matplotlib/blob/main/lib/matplotlib/_api/deprecation.py .. warning:: This module is for internal use only. Do not use it in your own code. We may change the API at any time with no warning. """ import contextlib import functools import inspect import warnings from typing import Any, Callable, Generator, Type, TypeVar from langchain_core._api.internal import is_caller_internal class LangChainDeprecationWarning(DeprecationWarning): """A class for issuing deprecation warnings for LangChain users.""" class LangChainPendingDeprecationWarning(PendingDeprecationWarning): """A class for issuing deprecation warnings for LangChain users.""" # PUBLIC API T = TypeVar("T", Type, Callable) def deprecated( since: str, *, message: str = "", name: str = "", alternative: str = "", alternative_import: str = "", pending: bool = False, obj_type: str = "", addendum: str = "", removal: str = "", ) -> Callable[[T], T]: """Decorator to mark a function, a class, or a property as deprecated. When deprecating a classmethod, a staticmethod, or a property, the ``@deprecated`` decorator should go *under* ``@classmethod`` and ``@staticmethod`` (i.e., `deprecated` should directly decorate the underlying callable), but *over* ``@property``. When deprecating a class ``C`` intended to be used as a base class in a multiple inheritance hierarchy, ``C`` *must* define an ``__init__`` method (if ``C`` instead inherited its ``__init__`` from its own base class, then ``@deprecated`` would mess up ``__init__`` inheritance when installing its own (deprecation-emitting) ``C.__init__``). Parameters are the same as for `warn_deprecated`, except that *obj_type* defaults to 'class' if decorating a class, 'attribute' if decorating a property, and 'function' otherwise. Arguments: since : str The release at which this API became deprecated. message : str, optional Override the default deprecation message. The %(since)s, %(name)s, %(alternative)s, %(obj_type)s, %(addendum)s, and %(removal)s format specifiers will be replaced by the values of the respective arguments passed to this function. name : str, optional The name of the deprecated object. alternative : str, optional An alternative API that the user may use in place of the deprecated API. The deprecation warning will tell the user about this alternative if provided. pending : bool, optional If True, uses a PendingDeprecationWarning instead of a DeprecationWarning. Cannot be used together with removal. obj_type : str, optional The object type being deprecated. addendum : str, optional Additional text appended directly to the final message. removal : str, optional The expected removal version. With the default (an empty string), a removal version is automatically computed from since. Set to other Falsy values to not schedule a removal date. Cannot be used together with pending. Examples -------- .. code-block:: python @deprecated('1.4.0') def the_function_to_deprecate(): pass """ def deprecate( obj: T, *, _obj_type: str = obj_type, _name: str = name, _message: str = message, _alternative: str = alternative, _alternative_import: str = alternative_import, _pending: bool = pending, _addendum: str = addendum, ) -> T: """Implementation of the decorator returned by `deprecated`.""" def emit_warning() -> None: """Emit the warning.""" warn_deprecated( since, message=_message, name=_name, alternative=_alternative, alternative_import=_alternative_import, pending=_pending, obj_type=_obj_type, addendum=_addendum, removal=removal, ) warned = False def warning_emitting_wrapper(*args: Any, **kwargs: Any) -> Any: """Wrapper for the original wrapped callable that emits a warning. Args: *args: The positional arguments to the function. **kwargs: The keyword arguments to the function. Returns: The return value of the function being wrapped. """ nonlocal warned if not warned and not is_caller_internal(): warned = True emit_warning() return wrapped(*args, **kwargs) if isinstance(obj, type): if not _obj_type: _obj_type = "class" wrapped = obj.__init__ # type: ignore _name = _name or ( f"{obj.__module__}.{obj.__name__}" if obj.__module__ else obj.__name__ ) old_doc = obj.__doc__ def finalize(_: Any, new_doc: str) -> T: """Finalize the deprecation of a class.""" try: obj.__doc__ = new_doc except AttributeError: # Can't set on some extension objects. pass def warn_if_direct_instance( self: Any, *args: Any, **kwargs: Any ) -> Any: """Warn that the class is in beta.""" nonlocal warned if not warned and type(self) is obj and not is_caller_internal(): warned = True emit_warning() return wrapped(self, *args, **kwargs) obj.__init__ = functools.wraps(obj.__init__)( # type: ignore[misc] warn_if_direct_instance ) return obj elif isinstance(obj, property): if not _obj_type: _obj_type = "attribute" wrapped = None _name = _name or obj.fget.__name__ old_doc = obj.__doc__ class _deprecated_property(type(obj)): # type: ignore """A deprecated property.""" def __get__(self, instance, owner=None): # type: ignore if instance is not None or owner is not None: emit_warning() return super().__get__(instance, owner) def __set__(self, instance, value): # type: ignore if instance is not None: emit_warning() return super().__set__(instance, value) def __delete__(self, instance): # type: ignore if instance is not None: emit_warning() return super().__delete__(instance) def __set_name__(self, owner, set_name): # type: ignore nonlocal _name if _name == "": _name = set_name def finalize(_: Any, new_doc: str) -> Any: # type: ignore """Finalize the property.""" return _deprecated_property( fget=obj.fget, fset=obj.fset, fdel=obj.fdel, doc=new_doc ) else: if not _obj_type: _obj_type = "function" wrapped = obj _name = _name or obj.__name__ # type: ignore old_doc = wrapped.__doc__ def finalize( # type: ignore wrapper: Callable[..., Any], new_doc: str ) -> T: """Wrap the wrapped function using the wrapper and update the docstring. Args: wrapper: The wrapper function. new_doc: The new docstring. Returns: The wrapped function. """ wrapper = functools.wraps(wrapped)(wrapper) wrapper.__doc__ = new_doc return wrapper old_doc = inspect.cleandoc(old_doc or "").strip("\n") if not old_doc: new_doc = "[*Deprecated*]" else: new_doc = f"[*Deprecated*] {old_doc}" # Modify the docstring to include a deprecation notice. notes_header = "\nNotes\n-----" components = [ message, f"Use {alternative} instead." if alternative else "", addendum, ] details = " ".join([component.strip() for component in components if component]) new_doc += ( f"[*Deprecated*] {old_doc}\n" f"{notes_header if notes_header not in old_doc else ''}\n" f".. deprecated:: {since}\n" f" {details}" ) return finalize(warning_emitting_wrapper, new_doc) return deprecate @contextlib.contextmanager def suppress_langchain_deprecation_warning() -> Generator[None, None, None]: """Context manager to suppress LangChainDeprecationWarning.""" with warnings.catch_warnings(): warnings.simplefilter("ignore", LangChainDeprecationWarning) warnings.simplefilter("ignore", LangChainPendingDeprecationWarning) yield def warn_deprecated( since: str, *, message: str = "", name: str = "", alternative: str = "", alternative_import: str = "", pending: bool = False, obj_type: str = "", addendum: str = "", removal: str = "", ) -> None: """Display a standardized deprecation. Arguments: since : str The release at which this API became deprecated. message : str, optional Override the default deprecation message. The %(since)s, %(name)s, %(alternative)s, %(obj_type)s, %(addendum)s, and %(removal)s format specifiers will be replaced by the values of the respective arguments passed to this function. name : str, optional The name of the deprecated object. alternative : str, optional An alternative API that the user may use in place of the deprecated API. The deprecation warning will tell the user about this alternative if provided. pending : bool, optional If True, uses a PendingDeprecationWarning instead of a DeprecationWarning. Cannot be used together with removal. obj_type : str, optional The object type being deprecated. addendum : str, optional Additional text appended directly to the final message. removal : str, optional The expected removal version. With the default (an empty string), a removal version is automatically computed from since. Set to other Falsy values to not schedule a removal date. Cannot be used together with pending. """ if pending and removal: raise ValueError("A pending deprecation cannot have a scheduled removal") if alternative and alternative_import: raise ValueError("Cannot specify both alternative and alternative_import") if alternative_import and "." not in alternative_import: raise ValueError("alternative_import must be a fully qualified module path") if not pending: if not removal: removal = f"in {removal}" if removal else "within ?? minor releases" raise NotImplementedError( f"Need to determine which default deprecation schedule to use. " f"{removal}" ) else: removal = f"in {removal}" if not message: message = "" package = name.split(".")[0].replace("_", "-") if "." in name else "LangChain" if obj_type: message += f"The {obj_type} `{name}`" else: message += f"`{name}`" if pending: message += " will be deprecated in a future version" else: message += f" was deprecated in {package} {since}" if removal: message += f" and will be removed {removal}" if alternative_import: alt_package = alternative_import.split(".")[0].replace("_", "-") if alt_package == package: message += f". Use {alternative_import} instead." else: alt_module, alt_name = alternative_import.rsplit(".", 1) message += ( f". An updated version of the {obj_type} exists in the " f"{alt_package} package and should be used instead. To use it run " f"`pip install -U {alt_package}` and import as " f"`from {alt_module} import {alt_name}`." ) elif alternative: message += f". Use {alternative} instead." if addendum: message += f" {addendum}" warning_cls = ( LangChainPendingDeprecationWarning if pending else LangChainDeprecationWarning ) warning = warning_cls(message) warnings.warn(warning, category=LangChainDeprecationWarning, stacklevel=2) def surface_langchain_deprecation_warnings() -> None: """Unmute LangChain deprecation warnings.""" warnings.filterwarnings( "default", category=LangChainPendingDeprecationWarning, ) warnings.filterwarnings( "default", category=LangChainDeprecationWarning, )