2022.11.0 release

New table features:

• Table.diff(other, columns=...),
• table.remove_duplicates_rows(),
• table.drop_na(*arg),
• table.replace(target,replacement),
• table.imputation(sources, targets, methods=...),
• table.to_pandas() and Table.from_pandas(pd.DataFrame),
• table.to_dict(columns, slice),
• Table.from_dict(),
• table.transpose(columns, keep, ...),

New column features:

• Column.count(item),
• Column[:] is guaranteed to return a python list.
• Column.to_numpy(slice) returns np.ndarray.

new tools library: from tablite import tools includes:

• date_range(start,end),
• xround(value, multiple, up=None), and,
• guess as short-cut for Datatypes.guess(...).

bugfixes:

• __eq__ was updated but missed __ne__.
• in operator in the filter would crash if both datatypes were not strings.

deferred

• The memory manager is being profiled for further speedups and was dropped from 2022.11.0. This feature will be included soon.