a jg @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 ZblobrBE:\soccer\ml_env\Lib\site-packages\sklearn/utils/_show_versions.py _get_sys_infos  rc CsZgd}dti}ddlm}m}|D]0}z||||<Wq$|yRd||<Yq$0q$|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 setuptoolsnumpyZscipyCythonZpandasZ matplotlibZjoblib threadpoolctlZsklearnr)PackageNotFoundErrorr N)rimportlib.metadatarr )deps deps_inforr modnamerrr_get_deps_info's   rc Cst}t}td|D]\}}tdj||dqtd|D]\}}tdj||dqHtdjdtdt}|rttdt|D]D\}}|D]\}}t|d d |q|t|d krtqd 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) rrprintitemsformatrr enumeratelen) Zsys_inforrr Zthreadpool_resultsiresultkeyvalrrr show_versionsMs, r*) __doc__rr rrrZ_openmp_helpersrrrr*rrrrs    &