sgwO ddlZddlZddlmZddlmZddlmZddlm Z ddl m Z ddl m Z mZd d lmZGd d Zd ZedZedZeZGddZ ddZdZ ddZdZGddZy)N)closing)isclass)StringIO)Path)Template) __version__config_context) parse_versionceZdZdZdZdZy) _IDCounterz&Generate sequential ids with a prefix.c ||_d|_y)Nr)prefixcount)selfrs U/var/www/html/venv/lib/python3.12/site-packages/sklearn/utils/_estimator_html_repr.py__init__z_IDCounter.__init__s  cb|xjdz c_|jd|jS)Nr -)rrrs rget_idz_IDCounter.get_ids( a ++a |,,rN)__name__ __module__ __qualname____doc__rrrrrrs0-rrc^ttjdjdS)Nz.csszutf-8)encoding)r__file__ with_suffix read_textrrr_get_css_styler$s% > % %f - 7 7 7 IIrzsk-container-idzsk-estimator-idc*eZdZdZdddddddZdZy) _VisualBlockacHTML Representation of Estimator Parameters ---------- kind : {'serial', 'parallel', 'single'} kind of HTML block estimators : list of estimators or `_VisualBlock`s or a single estimator If kind != 'single', then `estimators` is a list of estimators. If kind == 'single', then `estimators` is a single estimator. names : list of str, default=None If kind != 'single', then `names` corresponds to estimators. If kind == 'single', then `names` is a single string corresponding to the single estimator. name_details : list of str, str, or None, default=None If kind != 'single', then `name_details` corresponds to `names`. If kind == 'single', then `name_details` is a single string corresponding to the single estimator. name_caption : str, default=None The caption below the name. `None` stands for no caption. Only active when kind == 'single'. doc_link_label : str, default=None The label for the documentation link. If provided, the label would be "Documentation for {doc_link_label}". Otherwise it will look for `names`. Only active when kind == 'single'. dash_wrapped : bool, default=True If true, wrapped HTML element will be wrapped with a dashed border. Only active when kind != 'single'. NT)names name_details name_captiondoc_link_label dash_wrappedc||_||_||_||_||_|jdvr |dt |z}|dt |z}||_||_y)N)parallelserialN)kind estimatorsr+r)r*lenr'r()rr0r1r'r(r)r*r+s rrz_VisualBlock.__init__Jsm $((, 99. .}#j/1#&Z8  (rc|Sr/rrs r_sk_visual_block_z_VisualBlock._sk_visual_block_ds r)rrrrrr4rrrr&r&%s#"R)4rr&c 2|jd|d|d| dtj|}|tjt|}|rdnd} tj } |rd} |d |d } n|d |d } d | d |d | d}|dndtj|d}d|d|d}|s| rd|| dnd}d| d| d||d}d| d| d|d| d|d }|j|n|jd|d|jdy)aWrite labeled html with or without a dropdown with named details. Parameters ---------- out : file-like object The file to write the HTML representation to. name : str The label for the estimator. It corresponds either to the estimator class name for a simple estimator or in the case of a `Pipeline` and `ColumnTransformer`, it corresponds to the name of the step. name_details : str The details to show as content in the dropdown part of the toggleable label. It can contain information such as non-default parameters or column information for `ColumnTransformer`. name_caption : str, default=None The caption below the name. If `None`, no caption will be created. doc_link_label : str, default=None The label for the documentation link. If provided, the label would be "Documentation for {doc_link_label}". Otherwise it will look for `name`. outer_class : {"sk-label-container", "sk-item"}, default="sk-label-container" The CSS class for the outer container. inner_class : {"sk-label", "sk-estimator"}, default="sk-label" The CSS class for the inner container. checked : bool, default=False Whether the dropdown is folded or not. With a single estimator, we intend to unfold the content. doc_link : str, default="" The link to the documentation for the estimator. If an empty string, no link is added to the diagram. This can be generated for an estimator if it uses the `_HTMLDocumentationLinkMixin`. is_fitted_css_class : {"", "fitted"} The CSS class to indicate whether or not the estimator is fitted. The empty string means that the estimator is not fitted and "fitted" means that the estimator is fitted. is_fitted_icon : str, default="" The HTML representation to show the fitted information in the diagram. An empty string means that no information is shown. z
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F)r+r:r<rRzsk-itemz sk-estimator)rDrEr7rFrGrH)r`r rWrcr0r+r=rPzipr1r'r(_write_estimator_htmlr&r)r*)rBr\estimator_labelestimator_label_detailsrGrH first_call est_blockrFdashed_wrappeddash_clsr0 est_infosr^rCr( serial_blocks rreresN%i0  t 4 5))4I 5y/***,~~//#=y'='=+9'r 'z45  '!$7-  ~~ OD6,- ,,iooy?U?UV '0 $ #C|x% (;  :;+Hse%P %  (;  (#) $, .! 8 #  OO  " "  " "  $ $!& 3)  $c 5 5s F++F5c Tddlm}ddlm}t |dsd}d}n ||d}d}d |d |d }t t 5}tj}tt}|j| } t|} d } d| d|dtj| d| d } |j| t!|||j"j$| d|||jd|j'} | cdddS#|$rd}d}YwxYw#1swYyxYw)aBuild a HTML representation of an estimator. Read more in the :ref:`User Guide `. Parameters ---------- estimator : estimator object The estimator to visualize. Returns ------- html: str HTML representation of estimator. Examples -------- >>> from sklearn.utils._estimator_html_repr import estimator_html_repr >>> from sklearn.linear_model import LogisticRegression >>> estimator_html_repr(LogisticRegression()) '
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