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Ë â{|jŒãó"—dZdZddlZddlmZddlZddlZddlZddl m Z ddl Z ddl Z ddl mZddlZddlZddlmZe j&«ZdaGd „d «Zd „Ze j0e«d Zd ZGd„de«ZGd„d«Zd„ZGd„de«Z Gd„de«Z!Gd„de«Z"Gd„de «Z#d„Z$d„Z% d'd„Z&d(d„Z'Gd„d e jP«Z)da*da+d!„Z,d"„Z-Gd#„d$ej\«Z/Gd%„d&ej`«Z1y))a- Implements ProcessPoolExecutor. The following diagram and text describe the data-flow through the system: |======================= In-process =====================|== Out-of-process ==| +----------+ +----------+ +--------+ +-----------+ +---------+ | | => | Work Ids | | | | Call Q | | Process | | | +----------+ | | +-----------+ | Pool | | | | ... | | | | ... | +---------+ | | | 6 | => | | => | 5, call() | => | | | | | 7 | | | | ... | | | | Process | | ... | | Local | +-----------+ | Process | | Pool | +----------+ | Worker | | #1..n | | Executor | | Thread | | | | | +----------- + | | +-----------+ | | | | <=> | Work Items | <=> | | <= | Result Q | <= | | | | +------------+ | | +-----------+ | | | | | 6: call() | | | | ... | | | | | | future | | | | 4, result | | | | | | ... | | | | 3, except | | | +----------+ +------------+ +--------+ +-----------+ +---------+ Executor.submit() called: - creates a uniquely numbered _WorkItem and adds it to the "Work Items" dict - adds the id of the _WorkItem to the "Work Ids" queue Local worker thread: - reads work ids from the "Work Ids" queue and looks up the corresponding WorkItem from the "Work Items" dict: if the work item has been cancelled then it is simply removed from the dict, otherwise it is repackaged as a _CallItem and put in the "Call Q". New _CallItems are put in the "Call Q" until "Call Q" is full. NOTE: the size of the "Call Q" is kept small because calls placed in the "Call Q" can no longer be cancelled with Future.cancel(). - reads _ResultItems from "Result Q", updates the future stored in the "Work Items" dict and deletes the dict entry Process #1..n: - reads _CallItems from "Call Q", executes the calls, and puts the resulting _ResultItems in "Result Q" z"Brian Quinlan (brian@sweetapp.com)éN)Ú_base)ÚQueue)Úpartial)Úformat_exceptionFcó$—eZdZd„Zd„Zd„Zd„Zy)Ú _ThreadWakeupcóŠ—d|_tj«|_t j d¬«\|_|_y)NF)Úduplex)Ú_closedÚ threadingÚLockÚ_lockÚmpÚPipeÚ_readerÚ_writer©Úselfs ú3/usr/lib64/python3.12/concurrent/futures/process.pyÚ__init__z_ThreadWakeup.__init__Es.€ØˆŒ Ü—^‘^Ó%ˆŒ Ü%'§W¡W°EÔ%:Ñ"ˆŒ �d•lócóÔ—|j5|js;d|_|jj«|jj«ddd«y#1swYyxYw©NT)rr rÚcloserrs rrz_ThreadWakeup.closeJsC€ð �Z‹ZØ—<’<Ø#�” Ø— ‘ ×"Ñ"Ô$Ø— ‘ ×"Ñ"Ô$÷ �Z‰Zús �AAÁA'có”—|j5|js|jjd«ddd«y#1swYyxYw)Nr)rr rÚ send_bytesrs rÚwakeupz_ThreadWakeup.wakeupVs,€Ø �Z‹ZØ—<’<Ø— ‘ ×'Ñ'¨Ô,÷�Z‰Zús �(>¾AcóÒ—|jr td«‚|jj«r6|jj «|jj«rŒ5yy)Nz!operation on closed _ThreadWakeup)r Ú RuntimeErrorrÚpollÚ recv_bytesrs rÚclearz_ThreadWakeup.clear[sG€Ø �<Š<ÜÐBÓCÐ CØ�l‰l×ÑÔ!Ø �L‰L× #Ñ #Ô %ð�l‰l×Ñ×!rN)Ú__name__Ú __module__Ú __qualname__rrrr"©rrrrDs„ò;ò %ò-ó &rrcóª—dattj««}|D]\}}|j «Œ|D]\}}|j «Œyr)Ú_global_shutdownÚlistÚ_threads_wakeupsÚitemsrÚjoin)r+Ú_Ú thread_wakeupÚts rÚ _python_exitr0bsP€àÐÜ Ô!×'Ñ'Ó)Ó *€EÛ!шˆ=à×ÑÕð"󉈈1Ø �‰�ñréé=có—eZdZd„Zd„Zy)Ú_RemoteTracebackcó—||_y©N©Útb)rr8s rrz_RemoteTraceback.__init__‚s €Øˆ�rcó—|jSr6r7rs rÚ__str__z_RemoteTraceback.__str__„s €Ø�w‰wˆrN)r#r$r%rr:r&rrr4r4�s „òórr4có—eZdZd„Zd„Zy)Ú_ExceptionWithTracebackcó’—djtt|«||««}||_d|j_d|z|_y)NÚz """ %s""")r,rÚtypeÚexcÚ __traceback__r8)rr@r8s rrz _ExceptionWithTraceback.__init__ˆs?€Ø �W‰WÔ%¤d¨3£i°°bÓ9Ó :ˆØˆŒð"&ˆ�‰ÔØ  2Ñ%ˆ�rcó>—t|j|jffSr6)Ú _rebuild_excr@r8rs rÚ __reduce__z"_ExceptionWithTraceback.__reduce__�s€Ü˜dŸh™h¨¯©Ð0Ð0Ð0rN)r#r$r%rrDr&rrr<r<‡s „ò&ó1rr<có&—t|«|_|Sr6)r4Ú __cause__)r@r8s rrCrC’s€Ü$ RÓ(€C„MØ €Jrcó—eZdZd„Zy)Ú _WorkItemcó<—||_||_||_||_yr6)ÚfutureÚfnÚargsÚkwargs)rrJrKrLrMs rrz_WorkItem.__init__—s€ØˆŒ ؈ŒØˆŒ ؈� rN©r#r$r%rr&rrrHrH–ó„órrHcó—eZdZdd„Zy)Ú _ResultItemNcó<—||_||_||_||_yr6)Úwork_idÚ exceptionÚresultÚexit_pid)rrSrTrUrVs rrz_ResultItem.__init__žs€ØˆŒ Ø"ˆŒØˆŒ Ø ˆ� r©NNNrNr&rrrQrQ�s„ô!rrQcó—eZdZd„Zy)Ú _CallItemcó<—||_||_||_||_yr6)rSrKrLrM)rrSrKrLrMs rrz_CallItem.__init__¥s€ØˆŒ ؈ŒØˆŒ ؈� rNrNr&rrrYrY¤rOrrYcó.‡—eZdZdZdˆfd„ Zˆfd„ZˆxZS)Ú _SafeQueuez=Safe Queue set exception to the future object linked to a jobcóD•—||_||_t‰|� ||¬«y)N)Úctx)Úpending_work_itemsr.Úsuperr)rÚmax_sizer^r_r.Ú __class__s €rrz_SafeQueue.__init__®s%ø€Ø"4ˆÔØ*ˆÔÜ ‰Ñ˜ sÐÕ+rcó •—t|t«r­tt|«||j«}t dj dj|«««|_|jj|jd«}|jj«|�|jj|«yyt ‰|�E||«y)Nz """ {}"""r>)Ú isinstancerYrr?rAr4Úformatr,rFr_ÚpoprSr.rrJÚ set_exceptionr`Ú_on_queue_feeder_error)rÚeÚobjr8Ú work_itemrbs €rrhz!_SafeQueue._on_queue_feeder_error³s¢ø€Ü �cœ9Ô %Ü!¤$ q£'¨1¨a¯o©oÓ>ˆBÜ*¨>×+@Ñ+@ÀÇÁÈÃÓ+MÓNˆAŒKØ×/Ñ/×3Ñ3°C·K±KÀÓFˆIØ × Ñ × %Ñ %Ô 'ðÐ$Ø× Ñ ×.Ñ.¨qÕ1ð%ô ‰GÑ *¨1¨cÕ 2r)r)r#r$r%Ú__doc__rrhÚ __classcell__©rbs@rr\r\¬sø„ÙGõ,÷ 3ð 3rr\c'ójK—t|Ž} ttj||««}|sy|–—Œ'­w)z, Iterates over zip()ed iterables in chunks. N)ÚzipÚtupleÚ itertoolsÚislice)Ú chunksizeÚ iterablesÚitÚchunks rÚ _get_chunksrxÂs9èø€ä ˆiˆ€BØ Ü”i×&Ñ& r¨9Ó5Ó6ˆÙØ ØŠ ð ùs‚13có2—|D�cgc]}||Ž‘Œ c}Scc}w)z¼ Processes a chunk of an iterable passed to map. Runs the function passed to map() on a chunk of the iterable passed to map. This function is run in a separate process. r&)rKrwrLs rÚ_process_chunkrzÌs €ñ#(Ó (¡%˜$‰B�ŠI %Ñ (Ð(ùÒ (s… cóÔ— |jt||||¬««y#t$r=}t||j«}|jt|||¬««Yd}~yd}~wwxYw)z.Safely send back the given result or exception)rUrTrV©rTrVN)ÚputrQÚ BaseExceptionr<rA)Ú result_queuerSrUrTrVrir@s rÚ_sendback_resultr€Øsh€ð9Ø×Ñœ W°VØ/8À8ôMõ Nøä ò9Ü% a¨¯©Ó9ˆØ×Ñœ W¸Ø.6ô8÷ 9ñ 9ûð9ús‚!¡ A'ª3A"Á"A'cóB—|� ||Žd}d} |j d¬«}|€$|j t j««y|�|dz }||k\rt j«} |j|ji|j¤Ž}t||j||¬«~~|�yŒž#t$r$tjjdd¬«YywxYw#t$r9} t| | j«} t||j| |¬ «Yd} ~ Œrd} ~ wwxYw) a¼Evaluates calls from call_queue and places the results in result_queue. This worker is run in a separate process. Args: call_queue: A ctx.Queue of _CallItems that will be read and evaluated by the worker. result_queue: A ctx.Queue of _ResultItems that will written to by the worker. initializer: A callable initializer, or None initargs: A tuple of args for the initializer NzException in initializer:T)Úexc_infor©Úblockr1)rUrVr|)r~rÚLOGGERÚcriticalÚgetr}ÚosÚgetpidrKrLrMr€rSr<rA) Ú call_queuerÚ initializerÚinitargsÚ max_tasksÚ num_tasksrVÚ call_itemÚrrir@s rÚ_process_workerr‘äs3€ðÐð Ù ˜Ñ "ð €IØ€HØ Ø—N‘N¨�NÓ.ˆ Ø Ð à × Ñ œRŸY™Y›[Ô )Ø à Ð Ø ˜‰NˆIؘIÒ%ÜŸ9™9›;�ð Ø� — ‘ ˜iŸn™nÐA° ×0@Ñ0@ÑAˆAô ˜\¨9×+<Ñ+<ÀQØ&.õ 0àð à Ð Ø ð9 øôò Ü �L‰L× !Ñ !Ð"=ÈÐ !Ô Mñ ð  ûô*ò 0Ü)¨!¨Q¯_©_Ó=ˆCÜ ˜\¨9×+<Ñ+<ÈØ&.÷ 0ò 0ûð 0ús)„B,Á'&CÂ,*CÃCà DÃ%/DÄDcól‡—eZdZdZˆfd„Zd„Zd„Zd„Zd„Zd„Z d„Z d „Z d „Z d „Z d „Zdd „Zd„ZˆxZS)Ú_ExecutorManagerThreadatManages the communication between this process and the worker processes. The manager is run in a local thread. Args: executor: A reference to the ProcessPoolExecutor that owns this thread. A weakref will be own by the manager as well as references to internal objects used to introspect the state of the executor. c󆕗|j|_|j|_|jfd„}t j ||«|_|j|_|j|_ |j|_ |j|_|j|_|j"|_t&‰|�Q«y)Ncób—tjjd«|j«y)Nz?Executor collected: triggering callback for QueueManager wakeup)rÚutilÚdebugr)r-r.s rÚ weakref_cbz3_ExecutorManagerThread.__init__..weakref_cb4s#€ä �G‰G�M‰Mð1ô 2à × Ñ Õ "r)Ú_executor_manager_thread_wakeupr.Ú_shutdown_lockÚ shutdown_lockÚweakrefÚrefÚexecutor_referenceÚ _processesÚ processesÚ _call_queuerŠÚ _result_queuerÚ _work_idsÚwork_ids_queueÚ_max_tasks_per_childÚmax_tasks_per_childÚ_pending_work_itemsr_r`r)rÚexecutorr˜rbs €rrz_ExecutorManagerThread.__init__&s¯ø€ð &×EÑEˆÔØ%×4Ñ4ˆÔð&*×%7Ñ%7ó #ô #*§+¡+¨h¸ Ó"CˆÔð"×,Ñ,ˆŒð#×.Ñ.ˆŒð%×2Ñ2ˆÔð'×0Ñ0ˆÔð$,×#@Ñ#@ˆÔ ð#+×">Ñ">ˆÔä ‰ÑÕrcóì— |j«|j «\}}}|r|j|«y|�¬|j |«|j du}|r5|jj|j 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|«›d�«|_|jj«D]"\}} |jj|«~Œ$|jj«|jj«D]}|j!«Œ|j"j%«|j'd¬«y#tj$rYŒŽwxYw)NzKA child process terminated abruptly, the process pool is not usable anymoreTz^A process in the process pool was terminated abruptly while the future was running or pending.z ''' r>z''')Úbroken)ržÚ_brokenrÏÚBrokenProcessPoolr4r,rFr_r+rJrgrÚInvalidStateErrorr"r rÁÚ terminaterŠÚ_terminate_brokenÚ_join_executor_internals)rr´r¨ÚbperSrkr¸s rrÖz(_ExecutorManagerThread._terminate_brokenÝs!€ð ×*Ñ*Ó,ˆØ Ð ð!1ˆHÔ ð)-ˆHÔ %؈Hô ð!6ó7ˆð Ð Ü,ؘ"Ÿ'™' %›.Ð)¨Ð-ó/ˆCŒMð#'×"9Ñ"9×"?Ñ"?Ö"AÑ ˆG�Yð Ø× Ñ ×.Ñ.¨sÔ3ñð#Bð ×Ñ×%Ñ%Ô'ð—‘×&Ñ&Ö(ˆAØ �K‰K�Mð)ð �‰×)Ñ)Ô+ð ×%Ñ%¨TÐ%Õ2øô%×*Ñ*ò ñ ð  úsÁ4DÄDÄDcóh—|j5|j|«ddd«y#1swYyxYwr6)r›rÖ)rr´s rr«z'_ExecutorManagerThread.terminate_broken s%€Ø × Ó Ø × "Ñ " 5Ô )÷ × Ñ ús�(¨1cód—|j«}|�}d|_|jrii}|jj «D]%\}}|j j «rŒ!|||<Œ'||_ |jj«Œyyy#tj$rYnwxYwd|_Œ$rÀ) ržrÏÚ_cancel_pending_futuresr_r+rJÚcancelr¤Ú get_nowaitr½r¾)rr¨Únew_pending_work_itemsrSrks rr²z2_ExecutorManagerThread.flag_executor_shutting_downsÇ€ð×*Ñ*Ó,ˆØ Ð 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