def _guess_schema_from_data()

in ml-tools-python/awspyml.py [0:0]

• 10 lines of code
• 5 McCabe index (conditional complexity)

    def _guess_schema_from_data(self, header_line):
        if header_line == 'auto':
            header_line = self._guess_if_header_line_present()
        self._name_attributes(header_line)

        for i in xrange(self.num_attributes):  # Loop through columns
            column = [row[i] for row in self.data]
            if header_line:
                column = column[1:]
            self.schema.set_variable_type(i, self._guess_variable_type(column))
        return self.schema