i d dl Z d dlZd dlZd dlZd dlmZ d dlmZ d dlm Z d dl
m Z d dl m
Z
d Zd Zed Zd
Z G d d e
e Zy)
N)UserDict) lru_cache)quote) docscrape)
ReprHTMLMixinc | j }t j | d|xs d }|y|j d }t | dt | }| d| S )zURL to the relevant section of the docstring using a Text Fragment
https://developer.mozilla.org/en-US/docs/Web/URI/Reference/Fragment/Text_fragments
z : (.+)\n N z,-z #:~:text=)__doc__researchgroupr )estimator_class
param_namedoc_link docstringm
param_type
text_fragments /var/www/ITT-ServiceAPI-Services/ITT-Document-Scan/mrzscanner/mrzenv/lib/python3.12/site-packages/sklearn/utils/_repr_html/params.py_generate_link_to_param_docr sp
''I
ZL
+Y_"=Ay J Z()E*,=+>?MZy 00 c t j | } t j }d|_ d|_ d|_ t j |j | }| |v rdnd}|| |dS )zCategorizes parameters as 'default' or 'user-set' and formats their values.
Escapes or truncates parameter values for display safety and readability.
r
2 zuser-setdefault)r r param_value)htmlescapereprlibReprmaxlistmaxtuple maxstringrepr)namevaluenon_default_paramsr
cleaned_valuer s r _read_paramsr+ & sd ;;t D AAIAJAKKKu
.M #'9 9yJ$D WWr c , t j | S N)r NumpyDocString)r s r _scrape_estimator_docstringr/ 6 s # #I ..r c d}d}d}t j | j }|r+t | x}r |d D ci c] }|j | }}ni }g }| D ] } t | | | | j }
t | j | | j } |j | d x} r8| j d| j ddj | j }
nd}
| j r | r|
r|j | |
d |
}n|
d }|j |j di |
d |i |j d j |
S c c}w )a Generate HTML representation of estimator parameters.
Creates an HTML table with parameter names and values, wrapped in a
collapsible details element. Parameters are styled differently based
on whether they are default or user-set values.
a/
aW
|
{param_display} |
{param_value} |
z
{param_name}
{param_description}
ParametersNz: z
z
r )linkr param_description
param_display
)rows )inspectgetdocr r/ r& r+ non_defaultr r gettypejoindescformatappend)paramsPARAMS_TABLE_TEMPLATEPARAM_ROW_TEMPLATE!PARAM_AVAILABLE_DOC_LINK_TEMPLATEestimator_class_docsstructured_docstringparam_docstring param_mapr6 rowparamr2 param_numpydocr3 r4 s r _params_html_reprrL ; s )% #>>&*@*@A ; 5!&&'r.*=*=)>h;;~ 2 2346
!% ??t(9 = D D ."3 E M ", /M -&--SS]ST-U0 ! ' 'TYYt_ ' ==?
s Ec < e Zd ZdZeZd e ddd fd
Z xZS )
ParamsDictaQ Dictionary-like class to store and provide an HTML representation.
It builds an HTML structure to be used with Jupyter notebooks or similar
environments. It allows storing metadata to track non-default parameters.
Parameters
----------
params : dict, default=None
The original dictionary of parameters and their values.
non_default : tuple, default=(,)
The list of non-default parameters.
estimator_class : type, default=None
The class of the estimator. It allows to find the online documentation
link for each parameter.
doc_link : str, default=""
The base URL to the online documentation for the estimator class.
Used to generate parameter-specific documentation links in the HTML
representation. If empty, documentation links will not be generated.
Nr )rA r: r r c V t | |xs i || _ || _ || _ y r- )super__init__r: r r )selfrA r: r r __class__s r rQ zParamsDict.__init__ s- 2&& .
r ) __name__
__module__ __qualname__r rL
_html_reprtuplerQ
__classcell__)rS s @r rN rN s' . #J %'4RT! !r rN )r r8 r r collectionsr functoolsr urllib.parser sklearn.externals._numpydocr sklearn.utils._repr_html.baser r r+ r/ rL rN r7 r r r_ sV 1 71,
X / /I>X ! !r