import warnings import functools __all__ = ["deprecated"] class deprecated: """Decorator to mark a function or class as deprecated. Issue a warning when the function is called/the class is instantiated and adds a warning to the docstring. The optional extra argument will be appended to the deprecation message and the docstring. Note: to use this with the default value for extra, put in an empty of parentheses: >>> from sklearn.utils import deprecated >>> deprecated() >>> @deprecated() ... def some_function(): pass Parameters ---------- extra : str, default='' To be added to the deprecation messages. """ # Adapted from https://wiki.python.org/moin/PythonDecoratorLibrary, # but with many changes. def __init__(self, extra=''): self.extra = extra def __call__(self, obj): """Call method Parameters ---------- obj : object """ if isinstance(obj, type): return self._decorate_class(obj) elif isinstance(obj, property): # Note that this is only triggered properly if the `property` # decorator comes before the `deprecated` decorator, like so: # # @deprecated(msg) # @property # def deprecated_attribute_(self): # ... return self._decorate_property(obj) else: return self._decorate_fun(obj) def _decorate_class(self, cls): msg = "Class %s is deprecated" % cls.__name__ if self.extra: msg += "; %s" % self.extra # FIXME: we should probably reset __new__ for full generality init = cls.__init__ def wrapped(*args, **kwargs): warnings.warn(msg, category=FutureWarning) return init(*args, **kwargs) cls.__init__ = wrapped wrapped.__name__ = '__init__' wrapped.__doc__ = self._update_doc(init.__doc__) wrapped.deprecated_original = init return cls def _decorate_fun(self, fun): """Decorate function fun""" msg = "Function %s is deprecated" % fun.__name__ if self.extra: msg += "; %s" % self.extra @functools.wraps(fun) def wrapped(*args, **kwargs): warnings.warn(msg, category=FutureWarning) return fun(*args, **kwargs) wrapped.__doc__ = self._update_doc(wrapped.__doc__) # Add a reference to the wrapped function so that we can introspect # on function arguments in Python 2 (already works in Python 3) wrapped.__wrapped__ = fun return wrapped def _decorate_property(self, prop): msg = self.extra @property def wrapped(*args, **kwargs): warnings.warn(msg, category=FutureWarning) return prop.fget(*args, **kwargs) return wrapped def _update_doc(self, olddoc): newdoc = "DEPRECATED" if self.extra: newdoc = "%s: %s" % (newdoc, self.extra) if olddoc: newdoc = "%s\n\n %s" % (newdoc, olddoc) return newdoc def _is_deprecated(func): """Helper to check if func is wrapped by our deprecated decorator""" closures = getattr(func, '__closure__', []) if closures is None: closures = [] is_deprecated = ('deprecated' in ''.join([c.cell_contents for c in closures if isinstance(c.cell_contents, str)])) return is_deprecated