ix#UdZddlZddlZddlZddlZddlZddlmZddlmZm Z m Z ddl m Z ddl mZgdgdgd gd gd d Zeeeefed <ddddddZeeefed<dedeefdZdededzfdZdededeeefdefdZdeeefdedefdZdedeeeffd Zd!e d"edee fd#Zded"edeeeffd$Zd%eeefd&eddfd'Zd,d(eedzdej>fd)Z d,d(eedzddfd*Z!e"d+k(re!yy)-u pattern-detector.py 보고서 디렉토리에서 패턴을 감지하고 팀별로 집계하여 memory/whisper/team-patterns.json에 저장한다. 사용법: python3 pattern-detector.py [--workspace /path] [--days 30] 옵션: --workspace : 워크스페이스 루트 경로 (기본: /home/jay/workspace) --days : 최근 N일 내 수정된 보고서만 분석 (기본: 30, 0이면 전체) N) defaultdict)datetime timedeltatimezone)Path)Any)u테스트\s*없u test\s*없u테스트\s*미작성u테스트\s*SKIPu테스트\s*생략)upyright\s*에러zpyright\s*erroru타입\s*에러)uscope\s*초과u범위\s*초과u추가\s*작업\s*발생u예상보다\s*커짐)z QC\s*FAILzqc_verify.*FAILu+(? task-timers.json > "unknown" )u\*\*팀:\*\*\s*([\w-]+)u^팀:\s*([\w-]+)z^team:\s*([\w-]+)z^team_id:\s*([\w-]+)u팀:\s*([\w-]+)zteam:\s*([\w-]+)zteam_id:\s*([\w-]+)r!team_idunknown) rrr MULTILINEr#stripr%getstr) rrr& team_patternstpr$teamtask_idtids rextract_team_from_contentr4dsM IIb'2==2<<#? @ 771:##%D ,H5G7e#Gn  B/ s8O rpattern_counts total_reportscf|dk(rytfdtjD}||z S)uc risk_score = sum(count * weight) / total_reports total_reports가 0이면 0.0 반환. rgc3NK|]\}}j|d|zyw)rN)r-).0ptypeweightr5s r z'calculate_risk_score..s'c-%""5!,v5cs"%)sumrr)r5r6totals` rcalculate_risk_scorer?s4 c?K`K`Kbc cE =  r workspacect|dz dz } |jd}tj|}|j diS#t $ricYSwxYw)u=task-timers.json을 로드한다. 실패 시 빈 dict 반환.memoryztask-timers.jsonutf-8encodingr&)r read_textjsonloadsr- Exception)r@pathtextdatas rload_task_timersrMs^  ?X %(: :D~~w~/zz$xx$$  s8A AA reports_dirdaysc|jsgSt|jd}|dkDrtjt j t|z }g}|D]V} tj|jjt j }||k\r|j|X|S|S#t$rYhwxYw)u 보고서 디렉토리에서 .md 파일을 수집한다. days > 0이면 최근 days일 내 수정된 파일만 반환. days == 0이면 전체 반환. z*.mdrtz)rO) existslistglobrnowrutcr fromtimestampstatst_mtimerrI)rNrOfilescutofffilteredfmtimes rcollect_report_filesr`s     !!&) *E ax.1EE! A  ..qvvx/@/@X\\RF?OOA&   L   s+AC CCc t|}t|dz dz }t||}td}d}|D]\} |j d}|dz }|j } t|| |} t|} | D]} || | j| ^i|jD]\} } | jD cic]\} }| t|}} }t||}t| jD cgc]\} }| t|t|d}} }|t|d d | <td j!D}d }rt#j%fd }dt'j(t*j,j/d|||dd}|S#t $rYwxYwcc}} wcc}} w)uT 보고서 디렉토리를 분석하여 패턴 결과 dict를 반환한다. rBreportsc ttSN)rrTrrz!analyze_reports..s kZ^N_rrrCrDr!)typecountrecent_reports)patterns risk_scorec3:K|]}|dD] }|d yw)rkrhNre)r9 team_dataps rr<z"analyze_reports..s'j T]^hTijq7jjsr)c|dS)Nrlre)t teams_results rrfz!analyze_reports..s,q/,7r)keyrQz%Y-%m-%dT%H:%M:%S)total_reports_analyzedtotal_patterns_foundhighest_risk_team)version last_updatedteamssummary)rMrr`rrFrInamer4rrrlenr?sortedroundr=valuesmaxkeysrrVrrWstrftime)r@rOr&rN report_filesteam_pattern_filestotal_analyzed report_pathrrr1rkr: pattern_mapr[r5risk patterns_listtotal_patternsrvresultrrs @ranalyze_reportsrs Y 'Ey/H,y8K' T:L;FF_:`N# =  !++W+=G !##((EB"7+ =E t $U + 2 28 < = =$&L/557 k@K@Q@Q@ST u%U+TT#NNC!'{'8'8': ;  u U"(-   &a. T &j\5H5H5JjjN    7    5>>?RS&4$2!2 F Mk   U sF>G"G> G  G r output_pathct|}|jjdd|jt j |dddy) uN결과를 JSON 파일로 저장한다. 디렉토리가 없으면 생성한다.T)parentsexist_okF ensure_asciiindentrCrDN)rparentmkdir write_textrGdumps)rrrJs r save_resultsrsG  DKKdT2OO 6a8rargvc Vtjd}|jdtjj dt ttjjjd|jdtdd |j|S) NuE보고서에서 세션 패턴을 감지하고 팀별로 집계한다.) descriptionz --workspaceWORKSPACE_ROOTuU워크스페이스 루트 경로 (기본: $WORKSPACE_ROOT 또는 /home/jay/workspace))defaulthelpz--daysuJ최근 N일 내 수정된 보고서만 분석 (기본: 30, 0이면 전체))rgrr) argparseArgumentParser add_argumentosenvironr-r.r__file__resolverint parse_args)rparsers rrrs  $ $1x yF  /T(^5K5K5M5T5T5[5[1\] d    Y    T ""rct|}t|j|j}t t |jdz dz dz }t ||ttj|ddy)N)r@rOrBwhisperzteam-patterns.jsonFrr) rrr@rOr.rrprintrGr)rargsrrs rmainr"sb d D t~~DII FFd4>>*X5 ADXXYK% $**V% :;r__main__rd)#__doc__rrGrrsys collectionsrrrrpathlibrtypingrrdictr.rT__annotations__rfloatrr%r4rr?rMr`rr Namespacerr__name__rerrrs  #22   1*$sDI~&B %c5j! S T#Y  C C$J " "" S>" "J !cN ! !  !S#Xd#$t*4DsD#D$sCx.DNc3hcd #T#Y% #1C1C #