
    >[g                     "    d dl Z  G d de      Zy)    Nc                   J     e Zd ZdZ fdZ fdZd Zd Zd Zd Z	d Z
 xZS )	Buncha  Container object exposing keys as attributes.

    Bunch objects are sometimes used as an output for functions and methods.
    They extend dictionaries by enabling values to be accessed by key,
    `bunch["value_key"]`, or by an attribute, `bunch.value_key`.

    Examples
    --------
    >>> from sklearn.utils import Bunch
    >>> b = Bunch(a=1, b=2)
    >>> b['b']
    2
    >>> b.b
    2
    >>> b.a = 3
    >>> b['a']
    3
    >>> b.c = 6
    >>> b['c']
    6
    c                 B    t         |   |       i | j                  d<   y N_deprecated_key_to_warnings)super__init____dict__)selfkwargs	__class__s     O/var/www/html/bid-api/venv/lib/python3.12/site-packages/sklearn/utils/_bunch.pyr	   zBunch.__init__   s!      8:34    c                     || j                   j                  di       v r't        j                  | j                  |   t
               t        |   |      S r   )r
   getwarningswarnr   FutureWarningr   __getitem__)r   keyr   s     r   r   zBunch.__getitem__$   sL    $--##$A2FFMM005 w"3''r   c                <    || j                   d   |<   |x| |<   | |<   y)z@Set key in dictionary to be deprecated with its warning message.r   N)r
   )r   valuenew_keydeprecated_keywarning_messages        r   _set_deprecatedzBunch._set_deprecated,   s)    GV34^D/44W^,r   c                     || |<   y N )r   r   r   s      r   __setattr__zBunch.__setattr__1   s    S	r   c                 "    | j                         S r   )keys)r   s    r   __dir__zBunch.__dir__4   s    yy{r   c                 >    	 | |   S # t         $ r t        |      w xY wr   )KeyErrorAttributeError)r   r   s     r   __getattr__zBunch.__getattr__7   s+    	&9 	& %%	&s    c                      y r   r   )r   states     r   __setstate__zBunch.__setstate__=   s     	r   )__name__
__module____qualname____doc__r	   r   r   r    r#   r'   r*   __classcell__)r   s   @r   r   r      s+    ,:(5
&	r   r   )r   dictr   r   r   r   <module>r1      s    ?D ?r   