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pool.cpython-312.pyc
CRh d dgZ ddlZddlZddlZddlZddlZddlZddlZddlZddl Z ddl m Z ddl m Z m Z ddlmZ dZd Zd Zd Z ej( Zd Zd Z G d de Z G d d Zd Z G d de Z d#dZ d Z G d de Z G d d e! Z" G d de! Z#e#Z$ G d d e# Z% G d d e! Z& G d d!e& Z' G d" de" Z(y)$Pool ThreadPool N )util) get_context TimeoutError)waitINITRUNCLOSE TERMINATEc $ t t | S N)listmapargss +/usr/lib/python3.12/multiprocessing/pool.pymapstarr / s T c L t t j | d | d S )Nr r )r itertoolsstarmapr s r starmapstarr 2 s" !!$q'473 44r c e Zd Zd Zd Zy)RemoteTracebackc || _ y r tb)selfr s r __init__zRemoteTraceback.__init__: s r c | j S r r r s r __str__zRemoteTraceback.__str__< s wwr N)__name__ __module__ __qualname__r! r$ r r r r 9 s r r c e Zd Zd Zd Zy)ExceptionWithTracebackc t j t | || }dj | }|| _ d|z | _ y )N z """ %s""") tracebackformat_exceptiontypejoinexcr )r r1 r s r r! z ExceptionWithTraceback.__init__@ s: ' 'S 3 ; WWR[ 2%r c > t | j | j ffS r ) rebuild_excr1 r r# s r __reduce__z!ExceptionWithTraceback.__reduce__E s TXXtww ///r N)r% r& r' r! r4 r( r r r* r* ? s & 0r r* c & t | | _ | S r )r __cause__)r1 r s r r3 r3 H s #B'CM Jr c . e Zd ZdZ fdZd Zd Z xZS )MaybeEncodingErrorzVWraps possible unpickleable errors, so they can be safely sent through the socket.c t | | _ t | | _ t t | | j | j y r )reprr1 valuesuperr8 r! )r r1 r; __class__s r r! zMaybeEncodingError.__init__T s3 9%[ $04::Fr c < d| j d| j dS )NzError sending result: 'z '. Reason: '')r; r1 r# s r r$ zMaybeEncodingError.__str__Y s =AZZ=AXXG Gr c < d| j j d| dS )N<z: >)r= r% r# s r __repr__zMaybeEncodingError.__repr__] s !^^ 4 4d;;r )r% r& r' __doc__r! r$ rC __classcell__r= s @r r8 r8 P s 'G G<r r8 c | |/t |t r|dk\ st dj | |j }| j }t | d r4| j j |j j | || d}||r`||k r[ | } | t j d n;| \ } } } } } d | | i |f} || | |f d x} x} x}x} x} }|dz }|S|r||k r[t j d |z y # t t f$ r t j d Y ?w xY w# t $ r.}|r | t urt! ||j" }d|f}Y d }~d }~ww xY w# t $ r>}t% ||d }t j d |z || | d|ff Y d }~d }~ww xY w) Nr zMaxtasks {!r} is not valid_writerr z)worker got EOFError or OSError -- exitingz worker got sentinel -- exitingTFz0Possible encoding error while sending result: %sz worker exiting after %d tasks) isinstanceintAssertionErrorformatputgethasattrrH close_readerEOFErrorOSErrorr debug Exception_helper_reraises_exceptionr* __traceback__r8 )inqueueoutqueue initializerinitargsmaxtaskswrap_exceptionrM rN completedtaskjobifuncr kwdsresultewrappeds r workerrg a s z(C'@+3q= 9 @ @ JKK ,,C ++Cw " X I xI,@ 5D < JJ7 8 #' QdD D$ /$ /0F , a ! 4877s7V7d7TDQ 7 xI,@8 JJ.:;3 '" JJB C $.H"H*1aoo>QZF ,(F1I6G JJI a%)* + + ,sB D D: E4 $D76D7: E1$E,,E14 F;=4F66F;c | )z@Pickle-able helper function for use by _guarded_task_generation.r( )exs r rV rV s Hr c 2 e Zd ZdZdd fd Z fdZ xZS ) _PoolCachez Class that implements a cache for the Pool class that will notify the pool management threads every time the cache is emptied. The notification is done by the use of a queue that is provided when instantiating the cache. Nnotifierc 2 || _ t | |i | y r )rm r< r! )r rm r rc r= s r r! z_PoolCache.__init__ s $'$'r c ` t | | | s | j j d y y r )r< __delitem__rm rM )r itemr= s r rp z_PoolCache.__delitem__ s, D! MM d # r )r% r& r' rD r! rp rE rF s @r rk rk s +/ ( $ $r rk c e Zd ZdZdZed Z d(dZej e fdZ d Z d Z ed Zed Zd Zed Zed Zd Zd Zdi fdZd)dZd)dZ d*dZd Zd+dZd+dZdi ddfdZ d*dZ d*dZ ed)d Z e d Z!ed Z"ed Z#ed Z$d Z%d! Z&d" Z'd# Z(ed$ Z)e d% Z*d& Z+d' Z,y),r zS Class which supports an async version of applying functions to arguments. Tc & | j |i |S r Process)ctxr rc s r ru z Pool.Process s s{{D)D))r Nr( c g | _ t | _ |xs t | _ | j t j | _ | j j | _ t | j | _ || _ || _ || _ |t j xs d}|dk r t# d | t% |t& r|dk r t# d |t) | s t+ d || _ | j/ | j9 }t; j< t> j@ | j | j | j | jB | j, | j | jD | jF | j | j | j | jH || j f | _% d| jJ _& tN | jJ _ | jJ jQ t; j< t> jR | j | jT | jF | j | j f | _+ d| jV _& tN | jV _ | jV jQ t; j< t> jX | jF | jZ | j f | _. d| j\ _& tN | j\ _ | j\ jQ t_ j` | | jb | j | jD | jF | j | j | jJ | jV | j\ | j f d | _2 tN | _ y # t0 $ rQ | j D ] }|j2 |j5 ! | j D ] }|j7 w xY w) Nrl r z&Number of processes must be at least 1r z/maxtasksperchild must be a positive int or Nonez initializer must be a callabletargetr T )r exitpriority)3_poolr _stater _ctx _setup_queuesqueue SimpleQueue _taskqueue_change_notifierrk _cache_maxtasksperchild _initializer _initargsos cpu_count ValueErrorrI rJ callable TypeError _processes_repopulate_poolrU exitcode terminater0 _get_sentinels threadingThreadr _handle_workersru _inqueue _outqueue_wrap_exception_worker_handlerdaemonr start _handle_tasks _quick_put _task_handler_handle_results _quick_get_result_handlerr Finalize_terminate_pool _terminate)r processesrZ r[ maxtasksperchildcontextp sentinelss r r! z Pool.__init__ sL ,{} ++- !% 5 5 7 $*?*?@ !1 '! +!I q= EF F ' .48HA8M !RSS "8K+@ <= =# ! ! # '') ( / /''++t 4<<//4::t}}dnn##T^^T5K5K&& 43H3HJ '+ #&) # ""$ ' - -%%//4??DNN**dkk+ %)!$'! " ( / /''..$//4;;? '+ #&) # ""$ -- $&&//4==$..$**'')=)=t?Q?Q&& 5 ] ZZ::%KKM ZZ s O' '$Q 5Qc | j |k( r< |d| t | t | dd | j j d y y y )Nz&unclosed running multiprocessing pool )sourcer )r} ResourceWarninggetattrr rM )r _warnr s r __del__z Pool.__del__ sT ;;# :4(C!$ 0t /6B%%))$/ C r c | j }d|j d|j d| j dt | j d S )NrA .z state=z pool_size=rB )r= r& r' r} lenr| )r clss r rC z Pool.__repr__ sQ nnCNN#1S%5%5$6 7 & _ -Q0 1r c j | j j g}| j j g}g ||S r )r rQ r )r task_queue_sentinelsself_notifier_sentinelss r r zPool._get_sentinels s< $ 6 6 7 #'#8#8#@#@"A @%@(?@@r c X | D cg c] }t |d r |j c}S c c}w )Nsentinel)rO r )workersrg s r _get_worker_sentinelszPool._get_worker_sentinels s: 8 %+"6:6 8 8 8s 'c d}t t t | D ]A }| | }|j t j d|z |j d}| |= C |S )zCleanup after any worker processes which have exited due to reaching their specified lifetime. Returns True if any workers were cleaned up. Fcleaning up worker %dT)reversedranger r r rT r0 )poolcleanedra rg s r _join_exited_workerszPool._join_exited_workers! sb %D *+A!WF* 2Q67 G , r c | j | j | j | j | j | j | j | j | j | j | j S r ) _repopulate_pool_staticr~ ru r r| r r r r r r r# s r r zPool._repopulate_pool1 s_ ++DIIt||,0OO,0JJ ,0NND<M<M,0NN,0,B,B,0,@,@ B Br c " t |t | z D ]u } || t |||||| f } | j j dd | _ d| _ | j |j | t j d w y)zBring the number of pool processes up to the specified number, for use after reaping workers which have exited. rx ru PoolWorkerTz added workerN) r r rg namereplacer r appendr rT ) rv ru r r rX rY rZ r[ r r] ra ws r r z Pool._repopulate_pool_static: s y3t9,-AF %x ) &(8 , ./A VV^^I|<AFAH GGI KKN JJ~ & .r c l t j | r t j | ||||||||| yy)zEClean up any exited workers and start replacements for them. N)r r r ) rv ru r r rX rY rZ r[ r r] s r _maintain_poolzPool._maintain_poolM s= $ $T * ( (gy$)0(K)13C)7 9 +r c | j j | _ | j j | _ | j j j | _ | j j j | _ y r ) r~ r r r rH sendr rQ recvr r# s r r zPool._setup_queuesY sX --/ ..0 --//44 ..0055r c @ | j t k7 r t d y )NzPool not running)r} r r r# s r _check_runningzPool._check_running_ s ;;# /0 0 r c D | j ||| j S )zT Equivalent of `func(*args, **kwds)`. Pool must be running. ) apply_asyncrN )r rb r rc s r applyz Pool.applyc s" dD15577r c N | j ||t | j S )zx Apply `func` to each element in `iterable`, collecting the results in a list that is returned. ) _map_asyncr rN r rb iterable chunksizes r r zPool.mapj s" tXw BFFHHr c N | j ||t | j S )z Like `map()` method but the elements of the `iterable` are expected to be iterables as well and will be unpacked as arguments. Hence `func` and (a, b) becomes func(a, b). )r r rN r s r r z Pool.starmapq s" tX{IFJJLLr c 6 | j ||t ||| S )z= Asynchronous version of `starmap()` method. )r r r rb r r callbackerror_callbacks r starmap_asynczPool.starmap_asyncy s" tX{I ' 9 9r c # K d}t | D ] \ }}||||fi f y# t $ r}|dz t |fi f Y d}~yd}~ww xY ww)zProvides a generator of tasks for imap and imap_unordered with appropriate handling for iterables which throw exceptions during iteration.r N) enumeraterU rV )r result_jobrb r ra xre s r _guarded_task_generationz Pool._guarded_task_generation s` JA!(+1!1dQD"55 , J qs$>bI I Js) A $ A AAA AA c | j |dk( rOt | }| j j | j |j || |j f |S |dk rt dj | t j ||| }t | }| j j | j |j t | |j f d |D S )zP Equivalent of `map()` -- can be MUCH slower than `Pool.map()`. r z Chunksize must be 1+, not {0:n}c 3 . K | ] }|D ] }| y wr r( .0chunkrq s r <genexpr>z Pool.imap.<locals>.<genexpr> ?fUDDf ) r IMapIteratorr rM r _job _set_lengthr rL r _get_tasksr r rb r r rd task_batchess r imapz Pool.imap s >!$'F OO 11&++tXN&& M1} 5<<!#$ $ ??49EL!$'F OO 11&++292>@ && @f? ?r c | j |dk( rOt | }| j j | j |j || |j f |S |dk rt dj | t j ||| }t | }| j j | j |j t | |j f d |D S )zL Like `imap()` method but ordering of results is arbitrary. r z Chunksize must be 1+, not {0!r}c 3 . K | ] }|D ] }| y wr r( r s r r z&Pool.imap_unordered.<locals>.<genexpr> r r ) r IMapUnorderedIteratorr rM r r r r rL r r r r s r imap_unorderedzPool.imap_unordered s >*40F OO 11&++tXN&& M1} 5<<YGI I ??49EL*40F OO 11&++292>@ && @f? ?r c | j t | || }| j j |j d|||fgdf |S )z; Asynchronous version of `apply()` method. r N)r ApplyResultr rM r )r rb r rc r r rd s r r zPool.apply_async sL T8^< v{{AtT4 @ A4 HI r c 6 | j ||t ||| S )z9 Asynchronous version of `map()` method. )r r r s r map_asynczPool.map_async s" tXw 8 r c | j t |d s t | }|5t t | t | j dz \ }}|r|dz }t | dk( rd}t j ||| }t | |t | || } | j j | j | j || df | S )zY Helper function to implement map, starmap and their async counterparts. __len__N r r r ) r rO r divmodr r| r r MapResultr rM r r ) r rb r mapperr r r extrar rd s r r zPool._map_async s x+H~H %c(mS_q5H I IuQ x=A ItXyA 4CM8*8: --fkk.4.:< r c t | | |j s"|j |j s!y y )N)timeout)r emptyrN )r change_notifierr s r _wait_for_updateszPool._wait_for_updates s2 Y(!'') ! "'')r c t j }|j t k( s|r~|j t k7 rk| j ||||||| | | | g | j | | }| j || |j t k( rU|r|j t k7 rk|j d t j d y )Nzworker handler exiting) r current_threadr} r r r r r rM r rT )r cache taskqueuerv ru r r rX rY rZ r[ r r] r r threadcurrent_sentinelss r r zPool._handle_workers s ))+ mms"u )1K sGYg 'h / A !O#";";D"A NI N ! !"3_ E mms"u )1K d +,r c 0 t j }t | j d D ]} \ }}d } |D ]5 }|j t k7 rt j d n> || 7 |r)t j d |r|d nd} || dz d x}x}} v d x}x}} n t j d t j d |j d t j d |D ] } |d t j d y # t $ r;} |d d \ } } || j | d| f n# t $ r Y nw xY wY d } ~ +d } ~ ww xY w# d x}x}} w xY w# t $ r t j d Y w xY w) Nz'task handler found thread._state != RUN Fzdoing set_length()r r ztask handler got sentinelz/task handler sending sentinel to result handlerz(task handler sending sentinel to workersz/task handler got OSError when sending sentinelsztask handler exiting) r r iterrN r} r r rT rU _setKeyErrorrM rS ) r rM rY r r r taskseq set_lengthr_ re r` idxr s r r zPool._handle_tasks s ))+#' t#< GZD , #D }}+ #LM !D $ " #78)-d1g2"37+ (,++w '+++w1 $=4 JJ2 3 J JJH I LL JJA BD )*= % !#'8S! !#JOOC% < ' ! ! ! (,++w J JJH I Jsl /E)$D",-E)A E4 " E&+E!4E E! E E!E E!E)!E&&E))E14 FFc $ t j } | }|j t k7 r0|j t k( sJ d t j d n;|t j d n#|\ }}} || j || d x}x}}|rk|j t k7 rX | }|t j d 5|\ }}} || j || d x}x}}|r|j t k7 rXt | d rIt j d t d D ]% }| j j s n | ' t j d t | |j y # t t f$ r t j d Y y w xY w# t $ r Y *w xY w# t t f$ r t j d Y y w xY w# t $ r Y w xY w# t t f$ r Y w xY w) Nz.result handler got EOFError/OSError -- exitingzThread not in TERMINATEz,result handler found thread._state=TERMINATEzresult handler got sentinelz&result handler ignoring extra sentinelrQ z"ensuring that outqueue is not full z7result handler exiting: len(cache)=%s, thread._state=%s)r r rS rR r rT r} r r r r rO r rQ pollr )rY rN r r r_ r` ra objs r r zPool._handle_results= s ))+ u }}# }} 1L3LL1 IJ| 89 KCC c 3' $ #D #3+ . 2 u | CD KCC c 3' $ #D #3 2" 8Y ' JJ; < rA#++002 E # L%j&-- )e X& KL X& KL X& sY F F3 2G G- +3G= $F0/F03 G ?G $G*)G*- G:9G:=HHc # t K t | } t t j || }|sy | |f )wr )r tupler islice)rb itsizer s r r zPool._get_tasksy s= "Xi&&r401A)O s 68c t d )Nz:pool objects cannot be passed between processes or pickled)NotImplementedErrorr# s r r4 zPool.__reduce__ s !J r c t j d | j t k( r<t | _ t | j _ | j j d y y )Nz closing pool)r rT r} r r r r rM r# s r rP z Pool.close sH >" ;;# DK*/D ' ! ! % %d + r c d t j d t | _ | j y )Nzterminating pool)r rT r r} r r# s r r zPool.terminate s %& r c t j d | j t k( r t d | j t t fvr t d | j j | j j | j j | j D ] }|j y )Nz joining poolzPool is still runningzIn unknown state) r rT r} r r r r r r0 r r r| )r r s r r0 z Pool.join s >" ;;# 45 5 [[ 2 2 /0 0 !!# ! !!#A FFH r c p t j d | j j |j rw| j j r\| j j t j d |j r | j j rZy y y y )Nz7removing tasks from inqueue until task handler finishedr ) r rT _rlockacquireis_aliverQ r r timesleep)rX task_handlerr s r _help_stuff_finishzPool._help_stuff_finish s} LM ##%'//*>*>*@ OO " JJqM ##%'//*>*>*@%*@%r c d t j d t |_ |j d t |_ t j d | j ||t | |j st | dk7 r t d t |_ |j d |j d t j d t j |ur|j |rHt |d d r9t j d |D ] } | j | j ! t j d t j |ur|j t j d t j |ur|j |rpt |d d r`t j d |D ]E } | j st j d | j z | j G y y y ) Nzfinalizing poolz&helping task handler/workers to finishr z/Cannot have cache with result_handler not alivezjoining worker handlerr zterminating workerszjoining task handlerzjoining result handlerzjoining pool workersr )r rT r r} rM r+ r r' rK r r r0 rO r r pid) r r rX rY r r worker_handlerr* result_handlerr r s r r zPool._terminate_pool s $% !* D! ' ;< w c$i@ '')E a AC C !* D! T +, # # %^ ; ! GDG[1 JJ, -::%KKM )* # # %\ 9 +, # # %^ ; ! 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