def copy_func(f, name=None):
    """Based on https://stackoverflow.com/a/30714299 (Aaron Hall)"""
    '''
    return a function with same code, globals, defaults, closure, and 
    name (or provide a new name)
    '''
    fn = types.FunctionType(f.__code__, f.__globals__, name or f.__name__,
                            f.__defaults__, f.__closure__)
    # in case f was given attrs (note this dict is a shallow copy):
    fn.__dict__.update(f.__dict__)
    return fn