0Ph PdZddlZddlZddlmZddlmZddlmZdZ d Z d Z dS) z_ Utility methods to print system info for debugging adapted from :func:`pandas.show_versions` N)threadpool_info) __version__)_openmp_parallelism_enabledctjdd}d|fdtjfdt jfg}t |S)zsSystem information Returns ------- sys_info : dict system and Python version information   python executablemachine)sysversionreplacer platformdict)r blobs \/var/www/html/test/jupyter/venv/lib/python3.11/site-packages/sklearn/utils/_show_versions.py _get_sys_inforsU[ s + +F 6 s~& H%''( D ::cxgd}dti}ddlm}m}|D]!} ||||<#|$rd||<YwxYw|S)a,Overview of the installed version of main dependencies This function does not import the modules to collect the version numbers but instead relies on standard Python package metadata. Returns ------- deps_info: dict version information on relevant Python libraries ) pip setuptoolsnumpyscipyCythonpandas matplotlibjoblib threadpoolctlsklearnr)PackageNotFoundErrorrN)rimportlib.metadatar"r)deps deps_infor"rmodnames r_get_deps_infor''s   D ;IA@@@@@@@&& &!(!1!1Ig  # & & &!%Ig    & s * 77ct}t}td|D])\}}td||*td|D])\}}td||*tddt t }|rttdt|D]Z\}}|D]\}}t|d d ||t|d z krtYd Sd S) zPrint useful debugging information" .. versionadded:: 0.20 Examples -------- >>> from sklearn import show_versions >>> show_versions() # doctest: +SKIP z System:z{k:>10}: {stat})kstatz Python dependencies:z{k:>13}: {stat}z {k}: {stat}zBuilt with OpenMPzthreadpoolctl info:z>15z: rN) rr'printitemsformatrr enumeratelen) sys_infor%r)r*threadpool_resultsiresultkeyvals r show_versionsr6MsH  I +>>##884 &&&667777 "###??$$884 &&&667777 !(C(E(E   )**  #$$$"#566  IAv"LLNN + +S)))C))****C*++a///  r) __doc__rrr rr_openmp_helpersrrr'r6rrr;s ))))))888888(###L&&&&&r