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__init__.cpython-34.pyc
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__init__.cpython-34.pyo
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connection.cpython-34.pyc
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connection.cpython-34.pyo
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context.cpython-34.pyc
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context.cpython-34.pyo
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forkserver.cpython-34.pyc
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forkserver.cpython-34.pyo
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heap.cpython-34.pyc
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heap.cpython-34.pyo
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managers.cpython-34.pyc
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managers.cpython-34.pyo
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pool.cpython-34.pyc
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pool.cpython-34.pyo
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popen_fork.cpython-34.pyc
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popen_fork.cpython-34.pyo
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popen_forkserver.cpython-34.py...
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popen_forkserver.cpython-34.py...
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popen_spawn_posix.cpython-34.p...
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process.cpython-34.pyc
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process.cpython-34.pyo
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queues.cpython-34.pyc
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queues.cpython-34.pyo
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reduction.cpython-34.pyc
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reduction.cpython-34.pyo
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resource_sharer.cpython-34.pyc
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resource_sharer.cpython-34.pyo
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semaphore_tracker.cpython-34.p...
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sharedctypes.cpython-34.pyc
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sharedctypes.cpython-34.pyo
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spawn.cpython-34.pyc
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spawn.cpython-34.pyo
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synchronize.cpython-34.pyc
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synchronize.cpython-34.pyo
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util.cpython-34.pyc
9.43
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Code Editor : pool.cpython-34.pyc
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D s r! c s@ e Z d Z d Z � f d d � Z d d � Z d d � Z � S)�MaybeEncodingErrorzVWraps possible unpickleable errors, so they can be safely sent through the socket.c sA t | � | _ t | � | _ t t | � j | j | j � d S)N)�reprr �value�superr$ r )r r r& )� __class__r r r P s zMaybeEncodingError.__init__c C s d | j | j f S)Nz(Error sending result: '%s'. Reason: '%s')r& r )r r r r r U s zMaybeEncodingError.__str__c C s d t | � S)Nz<MaybeEncodingError: %s>)�str)r r r r �__repr__Y s zMaybeEncodingError.__repr__)r r r �__doc__r r r* r r )r( r r$ L s r$ Fc ' C s | d k s0 t | � t k r* | d k s0 t � | j } | j } t | d � rn | j j � | j j � n | d k r� | | � n d } xx| d k s� | r| | k ry | � } Wn& t t f k r� t j d � PYn X| d k rt j d � Pn | \ } } } } } y d | | | � f } WnL t k r}} z, | r_t | | j � } n d | f } WYd d } ~ Xn Xy | | | | f � Wnb t k r�} zB t | | d � } t j d | � | | | d | f f � WYd d } ~ Xn X| d 7} q� Wt j d | � d S) Nr �_writerz)worker got EOFError or OSError -- exitingz worker got sentinel -- exitingTFr z0Possible encoding error while sending result: %sz worker exiting after %d tasks)r �int�AssertionError�put�get�hasattrr, �close�_reader�EOFError�OSErrorr �debug� Exceptionr � __traceback__r$ )�inqueue�outqueue� initializer�initargsZmaxtasksZwrap_exceptionr/ r0 Z completed�task�job�i�funcr �kwds�result�e�wrappedr r r �worker] sD 0 ! ,rE c @ s� e Z d Z d Z d Z d d � Z d d f d d d d � Z d d � Z d d � Z d d � Z d d � Z f i d d � Z d d d � Z d d d � Z d d d d d � Z d d d � Z d d d � Z f i d d d d � Z d d d d d � Z d d d d! d" � Z e d# d$ � � Z e d% d& � � Z e d' d( � � Z e d) d* � � Z d+ d, � Z d- d. � Z d/ d0 � Z d1 d2 � Z e d3 d4 � � Z e d5 d6 � � Z d7 d8 � Z d9 d: � Z! d S);r zS Class which supports an async version of applying functions to arguments. Tc O s | j j | | � S)N)�_ctx�Process)r r rA r r r rG � s z Pool.ProcessNc C s, | p t � | _ | j � t j � | _ i | _ t | _ | | _ | | _ | | _ | d k ry t j � ps d } n | d k r� t d � � n | d k r� t | � r� t d � � n | | _ g | _ | j � t j d t j d | f � | _ d | j _ t | j _ | j j � t j d t j d | j | j | j | j | j f � | _ d | j _ t | j _ | j j � t j d t j d | j | j | j f � | _! d | j! _ t | j! _ | j! j � t" j# | | j$ d | j | j% | j | j | j | j | j! | j f d d �| _& d S) Nr z&Number of processes must be at least 1z initializer must be a callable�targetr TZ exitpriority� )'r rF � _setup_queues�queue�Queue� _taskqueue�_cache�RUN�_state�_maxtasksperchild� _initializer� _initargs�os� cpu_count� ValueError�callable� TypeError� _processes�_pool�_repopulate_pool� threadingZThreadr �_handle_workers�_worker_handler�daemon�start� _handle_tasks� _quick_put� _outqueue� _task_handler�_handle_results� _quick_get�_result_handlerr ZFinalize�_terminate_pool�_inqueue� _terminate)r � processesr; r< Zmaxtasksperchild�contextr r r r � sT z Pool.__init__c C sz d } xm t t t | j � � � D]P } | j | } | j d k r" t j d | � | j � d } | j | =q" q" W| S)z�Cleanup after any worker processes which have exited due to reaching their specified lifetime. Returns True if any workers were cleaned up. FNzcleaning up worker %dT)�reversed�range�lenrZ �exitcoder r6 r )r Zcleanedr? rE r r r �_join_exited_workers� s " zPool._join_exited_workersc C s� x� t | j t | j � � D]� } | j d t d | j | j | j | j | j | j f � } | j j | � | j j d d � | _ d | _ | j � t j d � q Wd S)z�Bring the number of pool processes up to the specified number, for use after reaping workers which have exited. rH r rG Z PoolWorkerTz added workerN)rn rY ro rZ rG rE ri rc rR rS rQ �_wrap_exception�append�name�replacer_ r` r r6 )r r? �wr r r r[ � s # zPool._repopulate_poolc C s | j � r | j � n d S)zEClean up any exited workers and start replacements for them. N)rq r[ )r r r r �_maintain_pool� s zPool._maintain_poolc C sL | j j � | _ | j j � | _ | j j j | _ | j j j | _ d S)N) rF Z SimpleQueueri rc r, �sendrb r3 �recvrf )r r r r rJ � s zPool._setup_queuesc C s. | j t k s t � | j | | | � j � S)z6 Equivalent of `func(*args, **kwds)`. )rP rO r. � apply_asyncr0 )r r@ r rA r r r �apply� s z Pool.applyc C s | j | | t | � j � S)zx Apply `func` to each element in `iterable`, collecting the results in a list that is returned. )� _map_asyncr r0 )r r@ �iterable� chunksizer r r r � s zPool.mapc C s | 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 r0 )r r@ r} r~ r r r r s z Pool.starmapc C s | j | | t | | | � S)z= Asynchronous version of `starmap()` method. )r| r )r r@ r} r~ �callback�error_callbackr r r � starmap_async s zPool.starmap_asyncr c s� | j t k r t d � � n | d k rr t | j � � | j j � � f d d � t | � D� � j f � � S| d k s� t � t j � | | � } t | j � � | j j � f d d � t | � D� � j f � d d � � D� Sd S)zP Equivalent of `map()` -- can be MUCH slower than `Pool.map()`. zPool not runningr c 3 s0 | ]& \ } } � j | � | f i f Vq d S)N)�_job)�.0r? �x)r@ rB r r � <genexpr> s z Pool.imap.<locals>.<genexpr>c 3 s0 | ]& \ } } � j | t | f i f Vq d S)N)r� r )r� r? r� )rB r r r� % s c s s" | ] } | D] } | Vq q d S)Nr )r� �chunk�itemr r r r� ' s N) rP rO rV � IMapIteratorrN rM r/ � enumerate� _set_lengthr. r � _get_tasks)r r@ r} r~ � task_batchesr )r@ rB r �imap s z Pool.imapc s� | j t k r t d � � n | d k rr t | j � � | j j � � f d d � t | � D� � j f � � S| d k s� t � t j � | | � } t | j � � | j j � f d d � t | � D� � j f � d d � � D� Sd S)zL Like `imap()` method but ordering of results is arbitrary. zPool not runningr c 3 s0 | ]& \ } } � j | � | f i f Vq d S)N)r� )r� r? r� )r@ rB r r r� 1 s z&Pool.imap_unordered.<locals>.<genexpr>c 3 s0 | ]& \ } } � j | t | f i f Vq d S)N)r� r )r� r? r� )rB r r r� 8 s c s s" | ] } | D] } | Vq q d S)Nr )r� r� r� r r r r� : s N) rP rO rV �IMapUnorderedIteratorrN rM r/ r� r� r. r r� )r r@ r} r~ r� r )r@ rB r �imap_unordered) s zPool.imap_unorderedc C sb | j t k r t d � � n t | j | | � } | j j | j d | | | f g d f � | S)z; Asynchronous version of `apply()` method. zPool not runningN)rP rO rV � ApplyResultrN rM r/ r� )r r@ r rA r r� rB r r r rz < s +zPool.apply_asyncc C s | j | | t | | | � S)z9 Asynchronous version of `map()` method. )r| r )r r@ r} r~ r r� r r r � map_asyncG s zPool.map_asyncc s | j t k r t d � � n t | d � s< t | � } n | d k r� t t | � t | j � d � \ } } | r� | d 7} q� n t | � d k r� d } n t j | | | � } t | j | t | � | d | �� | j j � � f d d � t | � D� d f � � S) zY Helper function to implement map, starmap and their async counterparts. zPool not running�__len__N� r r r� c 3 s0 | ]& \ } } � j | � | f i f Vq d S)N)r� )r� r? r� )�mapperrB r r r� c s z"Pool._map_async.<locals>.<genexpr>)rP rO rV r1 r �divmodro rZ r r� � MapResultrN rM r/ r� ) r r@ r} r� r~ r r� Zextrar� r )r� rB r r| O s ( zPool._map_asyncc C sr t j � } xB | j t k s6 | j rP | j t k rP | j � t j d � q W| j j d � t j d � d S)Ng�������?zworker handler exiting) r\ �current_threadrP rO rN � TERMINATErw �time�sleeprM r/ r r6 )�pool�threadr r r r] g s * zPool._handle_workersc C s> t j � } x�t | j d � D]�\ } } d } d } y� x� t | � D]� \ } } | j rm t j d � Pn y | | � WqG t k r� } zN | d d � \ } } y | | j | d | f � Wn t k r� Yn XWYd d } ~ XqG XqG W| rt j d � | | d � n w PWq t k r�} zx | rD| d d � n d \ } } | | k r}| | j | d d | f � n | r�t j d � | | d � n WYd d } ~ Xq Xq Wt j d � yF t j d � | j d � t j d � x | D] } | d � q�WWn t k r,t j d � Yn Xt j d � d S)Nr z'task handler found thread._state != RUNr Fzdoing set_length()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 ) r\ r� �iterr0 r� rP r r6 r7 �_set�KeyErrorr/ r5 )� taskqueuer/ r: r� �cacher� ZtaskseqZ set_lengthr= r? rC r> ZindZex�pr r r ra t sN " ! ( zPool._handle_tasksc C s t j � } x� y | � } Wn) t t f k rG t j d � d SYn X| j rw | j t k sf t � t j d � Pn | d k r� t j d � Pn | \ } } } y | | j | | � Wq t k r� Yq Xq Wx� | r�| j t k r�y | � } Wn) t t f k r$t j d � d SYn X| d k rDt j d � q� n | \ } } } y | | j | | � Wq� t k rYq� Xq� Wt | d � r�t j d � y5 x. t d � D] } | j j � s�Pn | � q�WWq�t t f k r�Yq�Xn t j d t | � | j � d S) Nz.result handler got EOFError/OSError -- exitingz,result handler found thread._state=TERMINATEzresult handler got sentinelz&result handler ignoring extra sentinelr3 z"ensuring that outqueue is not full� z7result handler exiting: len(cache)=%s, thread._state=%s)r\ r� r5 r4 r r6 rP r� r. r� r� r1 rn r3 �pollro )r: r0 r� r� r= r> r? �objr r r re � sX zPool._handle_resultsc c sD t | � } x1 t t j | | � � } | s1 d S| | f Vq Wd S)N)r� �tupler �islice)r@ �it�sizer� r r r r� � s zPool._get_tasksc C s t d � � d S)Nz:pool objects cannot be passed between processes or pickled)�NotImplementedError)r r r r r" � s zPool.__reduce__c C s8 t j d � | j t k r4 t | _ t | j _ n d S)Nz closing pool)r r6 rP rO �CLOSEr^ )r r r r r2 � s z Pool.closec C s0 t j d � t | _ t | j _ | j � d S)Nzterminating pool)r r6 r� rP r^ rj )r r r r � terminate� s zPool.terminatec C sq t j d � | j t t f k s( t � | j j � | j j � | j j � x | j D] } | j � qY Wd S)Nz joining pool) r r6 rP r� r� r. r^ r rd rg rZ )r r� r r r r � s z Pool.joinc C sZ t j d � | j j � x9 | j � rU | j j � rU | j j � t j d � q Wd S)Nz7removing tasks from inqueue until task handler finishedr ) r r6 Z_rlock�acquire�is_aliver3 r� ry r� r� )r9 � task_handlerr� r r r �_help_stuff_finish s zPool._help_stuff_finishc C s� t j d � t | _ t | _ t j d � | j | | t | � � | j � si t | � d k si t � t | _ | j d � t j d � t j � | k r� | j � n | rt | d d � rt j d � x- | D]" } | j d k r� | j � q� q� Wn t j d � t j � | k r-| j � n t j d � t j � | k rY| j � n | r�t | d d � r�t j d � x> | D]3 } | j � r�t j d | j � | j � q�q�Wn d S) Nzfinalizing poolz&helping task handler/workers to finishr zjoining worker handlerr� zterminating workerszjoining task handlerzjoining result handlerzjoining pool workerszcleaning up worker %d)r r6 r� rP r� ro r� r. r/ r\ r� r r1 rp r� �pid) �clsr� r9 r: r� Zworker_handlerr� Zresult_handlerr� r� r r r rh s8 $ zPool._terminate_poolc C s | S)Nr )r r r r � __enter__; s zPool.__enter__c C s | j � d S)N)r� )r �exc_typeZexc_valZexc_tbr r r �__exit__> s z Pool.__exit__)"r r r r+ rr rG r rq r[ rw rJ r{ r r r� r� r� rz r� r| � staticmethodr] ra re r� r" r2 r� r r� � classmethodrh r� r� r r r r r � sD 8 3: . c @ s^ e Z d Z d d � Z d d � Z d d � Z d d d � Z d d d � Z d d � Z d S)r� c C sJ t j � | _ t t � | _ | | _ | | _ | | _ | | | j <d S)N) r\ ZEvent�_event�next� job_counterr� rN � _callback�_error_callback)r r� r r� r r r r G s zApplyResult.__init__c C s | j j � S)N)r� Zis_set)r r r r �readyO s zApplyResult.readyc C s | j � s t � | j S)N)r� r. �_success)r r r r � successfulR s zApplyResult.successfulNc C s | j j | � d S)N)r� �wait)r �timeoutr r r r� V s zApplyResult.waitc C s? | j | � | j � s" t � n | j r2 | j S| j � d S)N)r� r� r r� �_value)r r� r r r r0 Y s zApplyResult.getc C s{ | \ | _ | _ | j r7 | j r7 | j | j � n | j r] | j r] | j | j � n | j j � | j | j =d S)N)r� r� r� r� r� �setrN r� )r r? r� r r r r� b s zApplyResult._set) r r r r r� r� r� r0 r� r r r r r� E s r� c @ s( e Z d Z d d � Z d d � Z d S)r� c C s� t j | | | d | �d | _ d g | | _ | | _ | d k rj d | _ | j j � | | j =n | | t | | � | _ d S)Nr� Tr ) r� r r� r� � _chunksize� _number_leftr� r� r� �bool)r r� r~ �lengthr r� r r r r s s zMapResult.__init__c C s� | \ } } | r� | | j | | j | d | j � <| j d 8_ | j d k r� | j rq | j | j � n | j | j =| j j � q� nH d | _ | | _ | j r� | j | j � n | j | j =| j j � d S)Nr r F) r� r� r� r� rN r� r� r� r� r� )r r? Zsuccess_result�successrB r r r r� � s % zMapResult._setN)r r r r r� r r r r r� q s r� c @ sU e Z d Z d d � Z d d � Z d d d � Z e Z d d � Z d d � Z d S) r� c C sk t j t j � � | _ t t � | _ | | _ t j � | _ d | _ d | _ i | _ | | | j <d S)Nr )r\ Z ConditionZLock�_condr� r� r� rN � collections�deque�_items�_index�_length� _unsorted)r r� r r r r � s zIMapIterator.__init__c C s | S)Nr )r r r r �__iter__� s zIMapIterator.__iter__Nc C s� | j j � z� y | j j � } Wn� t k r� | j | j k rN t � n | j j | � y | j j � } Wn3 t k r� | j | j k r� t � n t � Yn XYn XWd | j j � X| \ } } | r� | S| � d S)N) r� r� r� �popleft� IndexErrorr� r� � StopIterationr� r �release)r r� r� r� r& r r r r� � s& zIMapIterator.nextc C s� | j j � z� | j | k r� | j j | � | j d 7_ xJ | j | j k r� | j j | j � } | j j | � | j d 7_ qA W| j j � n | | j | <| j | j k r� | j | j =n Wd | j j � Xd S)Nr ) r� r� r� r� rs r� �pop�notifyr� rN r� r� )r r? r� r r r r� � s zIMapIterator._setc C s^ | j j � z< | | _ | j | j k rH | j j � | j | j =n Wd | j j � Xd S)N)r� r� r� r� r� rN r� r� )r r� r r r r� � s zIMapIterator._set_length) r r r r r� r� �__next__r� r� r r r r r� � s r� c @ s e Z d Z d d � Z d S)r� c C st | j j � zR | j j | � | j d 7_ | j j � | j | j k r^ | j | j =n Wd | j j � Xd S)Nr ) r� r� r� rs r� r� r� rN r� r� )r r? r� r r r r� � s zIMapUnorderedIterator._setN)r r r r� r r r r r� � s r� c @ s[ e Z d Z d Z e d d � � Z d d f d d � Z d d � Z e d d � � Z d S) r Fc O s d d l m } | | | � S)Nr )rG )ZdummyrG )r rA rG r r r rG � s zThreadPool.ProcessNc C s t j | | | | � d S)N)r r )r rk r; r< r r r r � s zThreadPool.__init__c C s@ t j � | _ t j � | _ | j j | _ | j j | _ d S)N)rK rL ri rc r/ rb r0 rf )r r r r rJ � s zThreadPool._setup_queuesc C sW | j j � z5 | j j � | j j d g | � | j j � Wd | j j � Xd S)N)Z not_emptyr� rK �clear�extendZ notify_allr� )r9 r� r� r r r r� s z ThreadPool._help_stuff_finish) r r r rr r� rG r rJ r� r r r r r � s )!�__all__r\ rK r r� rT r� r r r r r rO r� r� �countr� r r r7 r r r! r$ rE �objectr r� Z AsyncResultr� r� r� r r r r r �<module> s: ,� �&%I
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