How to use the swifter.swifter.Resampler function in swifter

"""
        Create a swifter resampler object
        """
        kwds = {
            "rule": rule,
            "axis": axis,
            "closed": closed,
            "label": label,
            "convention": convention,
            "kind": kind,
            "loffset": loffset,
            "base": base,
            "on": on,
            "level": level,
        }
        return Resampler(
            self._obj,
            self._npartitions,
            self._dask_threshold,
            self._scheduler,
            self._progress_bar,
            self._progress_bar_desc,
            **kwds
        )

def __init__(
        self,
        pandas_obj,
        npartitions=None,
        dask_threshold=1,
        scheduler="processes",
        progress_bar=True,
        progress_bar_desc=None,
        allow_dask_on_strings=False,
        **kwds
    ):
        super(Resampler, self).__init__(
            pandas_obj, npartitions, dask_threshold, scheduler, progress_bar, progress_bar_desc, allow_dask_on_strings
        )
        self._resampler_kwds = kwds.copy()
        self._comparison_pd = self._obj_pd.iloc[: self._npartitions * 2]
        self._sample_pd = self._sample_pd.resample(**kwds)
        self._obj_pd = self._obj_pd.resample(**kwds)
        # Setting dask dataframe `self._obj_dd` to None when there are 0 `self._nrows` because
        # swifter will immediately return the pandas form during the apply function if there are 0 `self._nrows`
        self._obj_dd = (
            self._obj_dd.resample(**{k: v for k, v in kwds.items() if k in ["rule", "closed", "label"]})
            if self._nrows
            else None
        )