def _validate_key(self, key):
        """
        Make sure the supplied key values are within the bounds
        specified by the corresponding dimension range and soft_range.
        """
        if key == () and len(self.kdims) == 0: return ()
        key = util.wrap_tuple(key)
        assert len(key) == len(self.kdims)
        for ind, val in enumerate(key):
            kdim = self.kdims[ind]
            low, high = util.max_range([kdim.range, kdim.soft_range])
            if util.is_number(low) and util.isfinite(low):
                if val < low:
                    raise KeyError("Key value %s below lower bound %s"
                                   % (val, low))
            if util.is_number(high) and util.isfinite(high):
                if val > high:
                    raise KeyError("Key value %s above upper bound %s"
                                   % (val, high))
def _validate_key ( self , key ) : if key == ( ) and len ( self . kdims ) == 0 : return ( ) key = util . wrap_tuple ( key ) assert len ( key ) == len ( self . kdims ) for ind , val in enumerate ( key ) : kdim = self . kdims [ ind ] low , high = util . max_range ( [ kdim . range , kdim . soft_range ] ) if util . is_number ( low ) and util . isfinite ( low ) : if val < low : raise KeyError ( "Key value %s below lower bound %s" % ( val , low ) ) if util . is_number ( high ) and util . isfinite ( high ) : if val > high : raise KeyError ( "Key value %s above upper bound %s" % ( val , high ) )
Make sure the supplied key values are within the bounds
        specified by the corresponding dimension range and soft_range.