Static-frame

Fixed issue introduced into ``Frame.iter_group`` and ``Frame.iter_group_items`` when selecting a single column with an object dtype.

Fixed mapping lookups to use single-argument tuples in ``map_any_iter_items`` and ``map_fill_iter_items`` and related methods.

Improvements to ``any`` and ``all`` methods on all containers when using ``skipna=True`` and NAs are presernt; now, a ``TypeError`` will now be raised when NAs are found and ``skipna=False``.

When converting from Pandas 1.0 extension dtypes, proper NumPy types are used if no ``pd.NA`` are present; if ``pd.NA`` are present, they are replaced with ``np.nan`` in the resulting object array.

Frame.sort_values`` now accepts multiple labels given as any iterable.

``loc`` selection on ``Series`` or ``Frame`` with ``IndexAutoFactory``-style indices now treat the slice stop as inclusive.

Removed creation of internal mapping object for ``IndexAutoFactory`` indices, or where ``Index`` are created where ``loc_is_iloc``.

Improved induction of dtype for labels array stored in ``Index``.

The ``bloc`` and ``assign.bloc`` selectors on ``Frame`` now use ``[]`` instead of ``()``, aligning the interface with other selectors.

Added ``IndexNanosecond`` and ``IndexNanosecondGO`` indices.

All ``iter_*`` interfaces now explictly define arguments.

``Frame.fillna()`` and ``Series.fillna()`` now accept ``Frame`` and ``Series``, respectively, as arguments.

``Series.sort_index``, ``Series.sort_values``, ``Frame.sort_index``, ``Frame.sort_columns``, and ``Frame.sort_values`` now retain index/columns name after sorting.

Renamed ``Series.iter_group_index()``, ``Series.iter_group_index_items()``, ``Frame.iter_group_index()``, ``Frame.iter_group_index_items()`` to ``Series.iter_group_labels()``, ``Series.iter_group_labels_items()``, ``Frame.iter_group_labels()``, ``Frame.iter_group_labels_items()``

Fixed issue in ``Frame`` display where, when at or one less than the count of ``display_rows``, would display different numbers of rows for the ``Index`` and the body of the ``Frame``.

Zero-sized ``Frame`` now return zero-sized ``Series`` from selection where possible.

Removed deprecated ``Frame`` and ``Series`` non-specialized constructor usage; removed support for providing mapping types to ``apply``.

Improved support for using tuples in ``Frame.__getitem__`` and ``FrameGO.__setitem__`` with ``IndexHierarchy`` and ``Index`` with tuple labels.

Made ``Frame.clip``, ``Frame.duplicated``, ``Frame.drop_duplicated`` key-word argument only. Made ``Series.clip``, ``Series.duplicated``, ``Series.drop_duplicated`` key-word argument only.

``Frame.iter_series`` now sets the ``name`` attribute of the Series from the appropriate index.

Added ``Index.head()``, ``Index.tail()``, ``IndexHierarchy.head()``, ``IndexHierarchy.tail()``.

``Frame.from_records`` and related routines now do full type induction per column; all type induction on untyped iterables now examines all values.