def writer(self, outputs, stdout, stderr=sys.stderr):
        """
        Writer format is a method which iterates over the output records
        from the reducer and formats them for output.

        The default implementation outputs tab separated items.
        """
        for output in outputs:
            try:
                output = flatten(output)
                if self.data_interchange_format == "json":
                    # Only dump one json string, and skip another one, maybe key or value.
                    output = filter(lambda x: x, output)
                else:
                    # JSON is already serialized, so we put `self.serialize` in a else statement.
                    output = map(self.serialize, output)
                print("\t".join(output), file=stdout)
            except BaseException:
                print(output, file=stderr)
                raise
Writer format is a method which iterates over the output records
        from the reducer and formats them for output.

        The default implementation outputs tab separated items.