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Class _ufunc is a baseclass used to accelerate selected methods of Ufunc by handling simple cases directly in C. More complex cases are delegated to python coded methods. n_inputsspecifies ufunc inputs count)n_outputsspecifies ufunc outputs count)_identityspecifies ufunc's identity valueoperatorname of the ufunc operatorarrayaxisouttypedimaccumulateaccumulate performs the operation along the dimension, accumulating subtotalsareduceareduce performs the operation along the specified dimension, eliminating it. The result of areducing a 1D array is a 1 element 1D array.reducereduce performs the operation along the specified dimension, eliminating it. The result of reducing a 1D array is a Python scalar._accumulate_out_accumulate_out creates the output array for an accumulation._reduce_out_reduce_out creates the output array for a reduction._cum_lookup_cum_lookup handles cache entry retrieval/setup._cum_exec_cum_exec handles cache entry execution._cum_fast_exec_cum_fast_exec handles cache entry execution without converters._cum_slow_exec_cum_slow_exec handles cache entry execution with converters._cum_cached_cum_cached handles cumulative operation caching and execution._cum_swapped_cum_swapped handles cumulative operation axis swapping._cache_insert_cache_insert adds a cache tuple to the ufunc setup cache._cache_lookup_cache_lookup finds an entry in the cache or raises KeyError._cache_flush_cache_flush empties the setup cache.numarray._ufunc._ufunc_doOverDimensions: outshape[level] is not an int.Call to API function without first calling import_libnumarray() in Src/_ufuncmodule.c_doOverDimensions: leftover is not an int._callOverDimensions: nregShapeIters is not an int._callOverDimensions: shape0 is not an int._callOverDimensions: shape is not a tuple.Oii(Oii)_getBlockingParameters: cache key creation failed._copyFromAndConvert: Arrays must have the same shape(NNl)OOi:_copyFromAndConvert cachediO: _copyFromAndConvert blocking(OO)_copyFromAndConvert_callOverDimensions_callOverDimensions blockwise executes a set of functionsdigestdigest(x) summarizes the cache-critical features of an arrayrestuff_pseudorestuff_pseudo(p,x) stuffs scalar x into cached pseudo array pCheckFPErrors_cached_dispatch1_cached_dispatch1 tries to minimize the overhead of ufunc setup & call using a cache of prior setup results_cache_lookup1_cache_lookup1 looks for a cached setup-state for a ufunc and creates one if none exists_cache_exec1_cache_exec1 looks for a cached setup-state for a ufunc and creates one if none exists_fast_exec1_fast_exec1 looks for a cached setup-state for a ufunc and creates one if none exists_slow_exec1_slow_exec1 executes a ufunc setup for converted ins and outs_cached_dispatch2_cached_dispatch2 tries to minimize the overhead of ufunc setup & call using a cache of prior setup results_cache_lookup2_cache_lookup2 looks for a cached setup-state for a ufunc and creates one if none exists_cache_exec2_cache_exec2 looks for a cached setup-state for a ufunc and creates one if none exists_fast_exec2_fast_exec2 executes a ufunc setup for unconverted ins and outs_slow_exec2_slow_exec2 executes a ufunc setup for converted ins and outs_getBlockingParameters_getBlockingParameters returns block breakdown of a ufunc call_copyFromAndConvert copies from one array to another handling 'striding' and conversions_inputarray_inputarray demonstrates results of NA_InputArraygetBufferSizereturns the buffer size in bytes used for ufunc blockingsetBufferSizemodifies size of new ufunc buffers allocated & ufunc blocking_normalize_resultsprovides standard ufunc-like result handling_ufunc1.5.2__version__numarray.libnumarray_C_APICan't get API for module 'numarray.libnumarray'numarray.libnumarray failed to import... exiting. numarray.ufunc_copyFromAndConvertMiss_copyCache_OperatorhandleError_getBlockingMiss_blockingParametersCacheget_identnumarray.safethread_ufunc_init: can't find '%s'OOO|i:_normalize_resultsreturn_rank1 should be 0 or 1.outputs%s should be a tupleresultsinputsiO:digestl_digest force cache missOOOO|sO:_cache_insert:_cache_flushOOO|sO:_cache_lookupcache entry not foundOOiiO:_getBufferSize_ufunc_call: __call__ is not implemented by base UFunc classOO|O:%sO|O:%sOOO:_accumulate_outOOO:_reduce_outsOOO:_cum_lookup_cum_lookup: out must be a NumArray_cum_lookup only works on BinaryUFuncs.OOO:_cum_fast_exec_cum_fast_exec only works on BinaryUFuncs.OOO:_cum_slow_exec_cum_slow_exec only works on BinaryUFuncs.OOO:_cum_exec_cum_exec only works on BinaryUFuncs._cum_exec: out must be a NumArray_cum_exec: in1 must be a NumArraysOOO:_cum_cached_cum_cached: out must be a NumArray_cum_cached only works on BinaryUFuncs.OiOs|O:cumulative_swapped_cum_swapped: out must be a NumArray_cum_swapped only works on BinaryUFuncs.O|iOOi:reduceaccumulate: out must be a NumArraySpecify 'axis' or 'dim', but not both. 'dim' is deprecated.The 'dim' keyword is deprecated. Specify 'axis' instead.AO|iOOi:areducereduce: out must be a NumArrayareduce: only works on BinaryUFuncs.Rreduce only works on BinaryUFuncs.OO:restuff_pseudoOOiO|ii:_callOverDimensions_callOverDimensions: problem with outshape._callOverDimensions: problem with blockingparams tuple._callOverDimensions: bad converter or operator_callOverDimensions: objects is not a tuple.OOOO:_Py_fast_exec1Oi|i:_getBlockingParametersOOOO:_Py_slow_exec1_Py_slow_exec1: problem with cache tuple.fast_cache_exec1: mode is not a stringOOOO:_Py_cache_exec1_cache_exec1: bad cache tuple_cache_exec1: out is not a numarray._cache_lookup1: invalid cache tupleSupplied output array does not have appropriate shape_cache_lookup1: output array was not a numarray(O)new_cache_lookup1: problem with insig string_cache_miss1OOO:_cache_lookup1OOO:_Py_cache_lookup1NNNOOO:_Py_cache_dispatch1OOOOO:_Py_fast_exec2OOOOO:_Py_slow_exec2_Py_slow_exec2: problem with cache tuple.OOOOO:_Py_cache_exec2_cache_exec2: bad cache tuple_cache_exec2: out is not a numarray.OOOO:_Py_cache_lookup2NNNNOOOO:_Py_cached_dispatch2OO:_copyFromAndConvert_copyFromAndConvert: non-numarray input.O:_inputarray_normalize_results: result is not an array._normalize_results: results[0] is not an array.N-ary ufunc C interface is not implemented yet.wrong number of parameters to binary ufunc.wrong number of parameters to unary ufunc._copyFromSupplied output array does not have the appropriate shape_reduce_out: problem with otype(ONO)(sOOO)_cum_cache_missOOi:_cum_slow_exec ufargsiO:_cum_slow_exec blocking(O[O][O]i)_cum_slow_exec: problem with otypeBool(s)astypemisaligned or byteswapped output numarray not supported by reduce/accumulateUnknown cumulative operationoutput array must be a NumArraycopyscalar input with no pseudo array_slow_exec1: problem with ufargs tuple.OOi:_slow_exec1 ufargs_slow_exec1: problem with inputs tuple._slow_exec1: problem with outputs tuple._slow_exec1: maxitemsize <= 0iO:_slow_exec1 result_slow_exec1: bad converter object._slow_exec1: bad operator objectONOOOi:_slow_exec2 ufargs_slow_exec2: problem with inputs tuple._slow_exec2: problem with outputs tuple._slow_exec2: maxitemsize <= 0iO:_slow_exec2 result(O[OO][O]i)OONO_slow_exec2: NULL converter object._cache_exec2: mode is not a stringvvvssv_cache_lookup2: scalar output array rank > 0._cache_lookup2: output array was not a numarray_cache_lookup2: problem with insig string(OOO)_cache_miss2OOOO:_cache_lookup2_dualbroadcast_cache_lookup2: invalid broadcast result._cache_lookup2: invalid broadcast results.j⍀Pjj⍀Pjj⍀Pjjr⍀rPjj]⍀]PxjsjH⍀HP_jZj3⍀3PFjAj⍀P-j(j ⍀ Pjj⍀Pii⍀Pii⍀Pii⍀Pii⍀Pii⍀P~iyiv⍀vPei`ia⍀aPLiGiL⍀LP3i.i7⍀7Pii"⍀"Pih ⍀ Phh⍀Phh⍀Phh⍀Phh⍀Phh⍀Pkhfh⍀PRhMhz⍀zP9h4he⍀eP hhP⍀PPhh;⍀;Pgg&⍀&Pgg⍀Pgg⍀Pgg⍀Pgg⍀Pqglg⍀PXgSg⍀P?g1Jc|Ǖ+D]vږ %>Wpԗ8Qj$Ë$ÿkk`wkdkk`wkdkk`wkdk{k`wkdqkik`wkd^kkd>kkdkkdkkdjjkdjjkdjkdjj}kdiipkdijkdipkdi@kdii`wkdiwi`wkdHikd%ikdii`wkdih`wkdhkdhkdhh`wkdhkdhkdohkd^hkdKhCh`wkd6h.h`wkd&hhkdhkdgg`wkdgkdgkdugkddgkdOgkd6g.g`wkd"gkdgkdgkdfkdff`wkdffkdfkdxfkd+fkdfkdfkdekdekdeeepeZeeedddkddkd~dkdgd UdMd`w'b@d8d`w'b-dd'bd'bdc'bcc`w'bcc`w'bcc`w'bhc'bOcb'bb'bbvbt'bZb'b,b'b#b b b`w>]ap>]a@>]`>]`>]`>]f`(``)>]__>]_>]W_>];_>]_>]^^>]^M^>]>^>]/^>]!^>]^]>]]]]e>]]]>]x] >]h]T]>]H]:] ]]`w Y\\`w Y\\`w Y\\`w YK\\[a Y[@ Y[ Y[[ Yu[ҏ Y)[ Y[ Y[ YZ YZ YZoZ Y\ZZ Y Z YYɑ YY YYY` YYYYH YYYOY YEY Y5Y!Y YYY XX`w2XX2XXXp2XX2XXX`w2XeX2X]X2X7X2X.X XX UWW`w UWW`w UWW`w UW UVV`w UVV`w UV UlV UAV U V UU: UUU UQU UUU TT`wPTPTPTmPTT`wPT PTT`wPTPT*T"T`wPT T`wPSS`wPlS0SPSPRPRPRRPRPQPQPQQPnQr?R?>'??p>?`>> >P<>>`wP<> P<{>i>Y>O>P<E>P<=P<={=P<r=`wP<@=<P<<`wP<<P<<j<P<L< ;&;:::`w9:`:9:T:H:ɍ9:5: %::`wm9: :`wm9:99m99m99m99m999{m9i9 S9-99a88 88\)88Y8F8E)8%8 8 8`w!77!77 !7777!77!777!7d7!7X7H7!77 766a66a666a666a6]6 Q6Q5K6A6`wQ576/6`wQ55Q55j5|Q5M5 4T4433d33 3v3`2Z3&33J22 y2[27o/E2-2yo/2*o/2o/21`wo/11`wo/11o/1o/11`wo/u1o/X1o/01o/11`wo/1o/1o/00`wo/0o/0o/0o/0o/p0o/d0o/S0?00 0po/0@o///o/////o/|/k/ X/P/`wu.D/u.>/u.6///u..؊u...u..u...Êu.q. `.X.`wW,K.C.`wW,8.*.W,$.W,.-W,--`wW,--`wW,--`wW,z-W,a--W,,W,,,tW,,W,\,W,S, F,,,+ ,`++++++=++ +m+V+!=+9+ -+M*'++`wM*+ +`wM**M*w*_* M*I* 0*y(&** *y()y()y())y()`y(~)[)M)y(G) y(2))y((`wy(((y(((y(u( W(?(/((( ('`w%'`%''`w%''`w%l'%O'%<''%&&l%&%&&p%&%x&%f&\&%R&%(&%&%i%%dl%%%% %%`w#%x%`w#S%.%#% %l#%#$$p#$#$#$#o$e$#[$`#P$#0$#$$#<##o#### ##`w!##`w!g#B#:!-##l!#! #"p!"!"!"@!"y"!o"!d"!D"!8" "i!!o!!!! !!`w !!@ h!^! 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