o ?Hh @sTdZddlZddlZddlmZddlmZddlmZdd Z d d Z d d Z dS)z_ Utility methods to print system info for debugging adapted from :func:`pandas.show_versions` N)threadpool_info) __version__)_openmp_parallelism_enabledcCs2tjdd}d|fdtjfdtfg}t|S)zsSystem information Returns ------- sys_info : dict system and Python version information   python executablemachine)sysversionreplacer platformdict)r blobr\/home/air/sanwanet/gpt-api/venv/lib/python3.10/site-packages/sklearn/utils/_show_versions.py _get_sys_infos   rc CsXgd}dti}ddlm}m}|D]}z||||<Wq|y)d||<Yqw|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)PackageNotFoundErrorr N)rimportlib.metadatarr )deps deps_inforr modnamerrr_get_deps_info's    r$c Cst}t}td|D] \}}tdj||dqtd|D] \}}tdj||dq$tdjdtdt}|rottdt|D]$\}}|D]\}}t|d d |qT|t|d krntqLd Sd S) zPrint useful debugging information" .. versionadded:: 0.20 Examples -------- >>> from sklearn import show_versions >>> show_versions() # doctest: +SKIP z System:z{k:>10}: {stat})kstatz Python dependencies:z{k:>13}: {stat}z {k}: {stat}zBuilt with OpenMPzthreadpoolctl info:z>15z: rN) rr$printitemsformatrr enumeratelen) sys_infor"r%r&threadpool_resultsiresultkeyvalrrr show_versionsMs2 r2) __doc__rr rrr_openmp_helpersrrr$r2rrrrs     &