a ¶ ÀhÍã@s.ddlZddlmZdd„Zeddd„ƒZdS)éN)ÚcontextmanagercCsXd|}|dkrd|d}nd|}d||f}dt|ƒt|ƒ}d||d|fS) zûCreate one line message for logging purposes. Parameters ---------- source : str String indicating the source or the reference of the message. message : str Short message. time : int Time in seconds. z[%s] é<z%4.1fminz %5.1fsz %s, total=%séFz%s%s%sÚ.)Úlen)ÚsourceÚmessageÚtimeZ start_messageZtime_strZ end_messageZdots_len©r úY/var/www/html/assistant/venv/lib/python3.9/site-packages/sklearn/utils/_user_interface.pyÚ_message_with_times r ccs:|durdVn&t ¡}dVtt||t ¡|ƒƒdS)ajLog elapsed time to stdout when the context is exited. Parameters ---------- source : str String indicating the source or the reference of the message. message : str, default=None Short message. If None, nothing will be printed. Returns ------- context_manager Prints elapsed time upon exit if verbose. N)ÚtimeitZ default_timerÚprintr )rrÚstartr r r Ú_print_elapsed_time#s r)N)r Ú contextlibrr rr r r r Ús