Compute numerical data ranks (1 through n) along axis.
        Equal values are assigned a rank that is the [method] of
        the ranks of those values.

        Args:
            axis (int): 0 or 'index' for row-wise,
                        1 or 'columns' for column-wise
            method: {'average', 'min', 'max', 'first', 'dense'}
                Specifies which method to use for equal vals
            numeric_only (boolean)
                Include only float, int, boolean data.
            na_option: {'keep', 'top', 'bottom'}
                Specifies how to handle NA options
            ascending (boolean):
                Decedes ranking order
            pct (boolean):
                Computes percentage ranking of data
        Returns:
            A new DataFrame

def rank(
        self,
        axis=0,
        method="average",
        numeric_only=None,
        na_option="keep",
        ascending=True,
        pct=False,
    ):
        """
        Compute numerical data ranks (1 through n) along axis.
        Equal values are assigned a rank that is the [method] of
        the ranks of those values.

        Args:
            axis (int): 0 or 'index' for row-wise,
                        1 or 'columns' for column-wise
            method: {'average', 'min', 'max', 'first', 'dense'}
                Specifies which method to use for equal vals
            numeric_only (boolean)
                Include only float, int, boolean data.
            na_option: {'keep', 'top', 'bottom'}
                Specifies how to handle NA options
            ascending (boolean):
                Decedes ranking order
            pct (boolean):
                Computes percentage ranking of data
        Returns:
            A new DataFrame
        """
        axis = self._get_axis_number(axis)
        return self.__constructor__(
            query_compiler=self._query_compiler.rank(
                axis=axis,
                method=method,
                numeric_only=numeric_only,
                na_option=na_option,
                ascending=ascending,
                pct=pct,
            )
        )