--- a/futurist/waiters.py
+++ b/futurist/waiters.py
@@ -17,7 +17,121 @@
 try:
     from contextlib import ExitStack
 except ImportError:
-    from contextlib2 import ExitStack
+    # Originally from https://stackoverflow.com/a/16084101/164233
+    import sys
+    from collections import deque
+
+    class ExitStack(object):
+        """Context manager for dynamic management of a stack of exit callbacks
+
+        For example:
+
+            with ExitStack() as stack:
+                files = [stack.enter_context(open(fname)) for fname in filenames]
+                # All opened files will automatically be closed at the end of
+                # the with statement, even if attempts to open files later
+                # in the list raise an exception
+
+        """
+        def __init__(self):
+            self._exit_callbacks = deque()
+
+        def pop_all(self):
+            """Preserve the context stack by transferring it to a new instance"""
+            new_stack = type(self)()
+            new_stack._exit_callbacks = self._exit_callbacks
+            self._exit_callbacks = deque()
+            return new_stack
+
+        def _push_cm_exit(self, cm, cm_exit):
+            """Helper to correctly register callbacks to __exit__ methods"""
+            def _exit_wrapper(*exc_details):
+                return cm_exit(cm, *exc_details)
+            _exit_wrapper.__self__ = cm
+            self.push(_exit_wrapper)
+
+        def push(self, exit):
+            """Registers a callback with the standard __exit__ method signature
+
+            Can suppress exceptions the same way __exit__ methods can.
+
+            Also accepts any object with an __exit__ method (registering a call
+            to the method instead of the object itself)
+            """
+            # We use an unbound method rather than a bound method to follow
+            # the standard lookup behaviour for special methods
+            _cb_type = type(exit)
+            try:
+                exit_method = _cb_type.__exit__
+            except AttributeError:
+                # Not a context manager, so assume its a callable
+                self._exit_callbacks.append(exit)
+            else:
+                self._push_cm_exit(exit, exit_method)
+            return exit # Allow use as a decorator
+
+        def callback(self, callback, *args, **kwds):
+            """Registers an arbitrary callback and arguments.
+
+            Cannot suppress exceptions.
+            """
+            def _exit_wrapper(exc_type, exc, tb):
+                callback(*args, **kwds)
+            # We changed the signature, so using @wraps is not appropriate, but
+            # setting __wrapped__ may still help with introspection
+            _exit_wrapper.__wrapped__ = callback
+            self.push(_exit_wrapper)
+            return callback # Allow use as a decorator
+
+        def enter_context(self, cm):
+            """Enters the supplied context manager
+
+            If successful, also pushes its __exit__ method as a callback and
+            returns the result of the __enter__ method.
+            """
+            # We look up the special methods on the type to match the with statement
+            _cm_type = type(cm)
+            _exit = _cm_type.__exit__
+            result = _cm_type.__enter__(cm)
+            self._push_cm_exit(cm, _exit)
+            return result
+
+        def close(self):
+            """Immediately unwind the context stack"""
+            self.__exit__(None, None, None)
+
+        def __enter__(self):
+            return self
+
+        def __exit__(self, *exc_details):
+            # We manipulate the exception state so it behaves as though
+            # we were actually nesting multiple with statements
+            frame_exc = sys.exc_info()[1]
+            def _fix_exception_context(new_exc, old_exc):
+                while 1:
+                    exc_context = new_exc.__context__
+                    if exc_context in (None, frame_exc):
+                        break
+                    new_exc = exc_context
+                new_exc.__context__ = old_exc
+
+            # Callbacks are invoked in LIFO order to match the behaviour of
+            # nested context managers
+            suppressed_exc = False
+            while self._exit_callbacks:
+                cb = self._exit_callbacks.pop()
+                try:
+                    if cb(*exc_details):
+                        suppressed_exc = True
+                        exc_details = (None, None, None)
+                except:
+                    new_exc_details = sys.exc_info()
+                    # simulate the stack of exceptions by setting the context
+                    _fix_exception_context(new_exc_details[1], exc_details[1])
+                    if not self._exit_callbacks:
+                        raise
+                    exc_details = new_exc_details
+            return suppressed_exc
 
 import collections
 import contextlib
--- a/lower-constraints.txt
+++ b/lower-constraints.txt
@@ -2,7 +2,6 @@ alabaster==0.7.10
 appdirs==1.3.0
 Babel==2.3.4
 chardet==3.0.4
-contextlib2==0.4.0
 coverage==4.0
 doc8==0.6.0
 docutils==0.11
--- a/requirements.txt
+++ b/requirements.txt
@@ -6,5 +6,4 @@ pbr!=2.1.0,>=2.0.0 # Apache-2.0
 six>=1.10.0 # MIT
 monotonic>=0.6 # Apache-2.0
 futures>=3.0.0;python_version=='2.7' or python_version=='2.6' # BSD
-contextlib2>=0.4.0 # PSF License
 PrettyTable<0.8,>=0.7.1 # BSD