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diff --git a/ot/deprecation.py b/ot/deprecation.py
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+"""
+ deprecated class from scikit-learn package
+ https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/utils/deprecation.py
+"""
+
+import sys
+import warnings
+
+__all__ = ["deprecated", ]
+
+
+class deprecated(object):
+ """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 ot.deprecation import deprecated
+ >>> @deprecated()
+ ... def some_function(): pass
+
+ Parameters
+ ----------
+ extra : string
+ to be added to the deprecation messages
+ """
+
+ # Adapted from http://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)
+ 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=DeprecationWarning)
+ 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
+
+ def wrapped(*args, **kwargs):
+ warnings.warn(msg, category=DeprecationWarning)
+ return fun(*args, **kwargs)
+
+ wrapped.__name__ = fun.__name__
+ wrapped.__dict__ = fun.__dict__
+ wrapped.__doc__ = self._update_doc(fun.__doc__)
+
+ 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 wraped by our deprecated decorator"""
+ if sys.version_info < (3, 5):
+ raise NotImplementedError("This is only available for python3.5 "
+ "or above")
+ 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