def getScalars(self, input):
if input == SENTINEL_VALUE_FOR_MISSING_DATA:<EOL><INDENT>return numpy.array([None])<EOL><DEDENT>else:<EOL><INDENT>return numpy.array([self.categoryToIndex.get(input, <NUM_LIT:0>)])<EOL><DEDENT>
See method description in base.py