i >ddlmZddlmZmZmZmZGddeZy))Series)DatumXYZc$eZdZdZddZdZdZy)CategorySeriesae A series of categorized data and its associated metadata. Series object does not modify the data it is passed. :param data: A sequence (rows) of sequences (columns), a.k.a. :func:`csv.reader` format. If the :code:`x` and :code:`y` are not specified then the first column is used as the X values and the second column is used for Y. Or, a sequence of (rows) of dicts (columns), a.k.a. :class:`csv.DictReader` format. If this format is used then :code:`x` and :code:`y` arguments must specify the columns to be charted. Or, a custom data format, in which case :code:`x` and :code:`y` must specify :func:`.key_function`. :param x: If using sequence row data, then this may be either an integer index identifying the X column, or a :func:`.key_function`. If using dict row data, then this may be either a key name identifying the X column, or a :func:`.key_function`. If using a custom data format, then this must be a :func:`.key_function`.` :param y: See :code:`x`. :param z: See :code:`y`. This variable identifies the category/sub-series of each row. :param name: An optional name to be used in labeling this series. This will be used as the chart title if rendered in a :class:`.Lattice`. NcD||_||_|j||nt|j||nt|j||nt g|_|jt|jt|jt g|_y)N) _data_name _make_keyrrr_keys _infer_type_types)selfdataxyznames X/var/www/html/strategist-ai/venv/lib/python3.12/site-packages/leather/series/category.py__init__zCategorySeries.__init__(s   NN 11 5 NN 11 5 NN 11 5     Q    Q    Q   c #K|jt}|jt}|jt}t |j D]+\}}t |||||||||||-yw)zD Return data for this series grouped for rendering. N)rrrr enumerater r)rrrrirows rrzCategorySeries.data8sr JJqM JJqM JJqM + AFAs1S!9aQi3C@ @ AsA>Bc|jt}g}t|jD]$\}}|||}||vs|j |&|S)zA Return all unique values in the category field. )rrrr append)rr categoriesrrcats rr zCategorySeries.categoriesCs[ JJqM  + 'FAsC)C*$!!#&  ' r)NNNN)__name__ __module__ __qualname____doc__rrr rrr r s!D A rr N)leather.series.baser leather.utilsrrrrr r&rrr)s&((KVKr