o 8ήcM/@sddlmZmZddlmZmZmZmZddlm Z ddl m Z ddl m Z mZddlmZddlmZddlmZdd lmZd d ZGd d d eZGdddejejZejedS))jittypeof)cgutilstypes serializesigutils) is_jitted)npydecl)AbstractTemplate signature) _internal)array_analysis) ufuncbuilder) numpy_supportcs:ddlm}Gfddd|jjjj7_S)Nrnpyimplcs.eZdZdZZfddZddZZS)z(make_dufunc_kernel..DUFuncKernelz npyimpl._Kernel subclass responsible for lowering a DUFunc kernel (element-wise function) inside a broadcast loop (which is generated by npyimpl.numpy_ufunc_kernel()). cs.t|||||j|j\|_|_dSN)super__init__dufuncfind_ewise_functionargs inner_sigcres)selfcontextbuilder outer_sig) DUFuncKernel __class__.DUFuncKernel.__init__c sj}j}fddt||j|jD}jjr*jjt j t j gt |j}n jj|j |j}j jjj}t||jjj}|jdjjj ||j |j|\}} | |j |j S)Ncs g|] \}}}|||qSr )cast).0valintyouttyrr r! szEmake_dufunc_kernel..DUFuncKernel.generate.. alwaysinline)rrziprr objectmoder call_convget_function_typerpyobjectlen return_typerblockfunctionmodulerget_or_insert_functionfndescllvm_func_name attributesadd call_functionr") rrisigosig cast_args func_typer3 entry_point_resr r'r!generates.   z1make_dufunc_kernel..DUFuncKernel.generate)__name__ __module__ __qualname____doc__rrrA __classcell__r r_dufuncrr!rs r)numba.npr_KernelrBufunc)rHrr rGr!make_dufunc_kernel s $rMc@s eZdZdZddZddZdS) DUFuncLowererzHCallable class responsible for lowering calls to a specific DUFunc. cCst||_g|_dSr)rMkernellibs)rrr r r!r:s  zDUFuncLowerer.__init__cCs(ddlm}||||||jjj|jS)Nrr)rJrnumpy_ufunc_kernelrOrrL)rrrsigrrr r r!__call__>s  zDUFuncLowerer.__call__N)rBrCrDrErrSr r r r!rN7s rNcseZdZdZedZddifddZfddZd d Ze d d Z d dZ e ddZ e ddZe ddZe ddZe ddZe ddZe ddZddZdd Zd!d"Zd-d#d$Zd-d%d&Zd'd(Zd)d*Zd-d+d,ZZS).DUFuncz Dynamic universal function (DUFunc) intended to act like a normal Numpy ufunc, but capable of call-time (just-in-time) compilation of fast loops specialized to inputs. )identity _keepaliveninnoutNFcCs6t|r|j}tdd|d||}|||dS)Nnpyufunc)_targetcacher )rpy_funcr _initialize)rr\rUr[ targetoptions dispatcherr r r!rOszDUFunc.__init__csPt|}tt|j||d|t||_||j j |_ |j j |_ dS)N)rU) rparse_identityrrTr _install_typerN _lower_me _install_cgr\rBrE)rr_rUrIr r!r]Ws   zDUFunc._initializecCs&t|jj}t|j|j|j|dS)4 NOTE: part of ReduceMixin protocol )r_rUfrozensiglist)list _dispatcher overloadskeysdictrU_frozen)rrfr r r!_reduce_statesbszDUFunc._reduce_statescCs<tj|}||||D]}||q|r||S)rd)r _DUFunc__new__r]r8disable_compile)clsr_rUrerfrrRr r r!_rebuildns   zDUFunc._rebuildcCs|S)zK For compatibility with the various *UFuncBuilder classes. r r'r r r! build_ufunc|szDUFunc.build_ufunccC|jjSr)rhr^r'r r r!r^zDUFunc.targetoptionscCrtr)rLrWr'r r r!rWruz DUFunc.nincCrtr)rLrXr'r r r!rXruz DUFunc.noutcCrtr)rLnargsr'r r r!rvruz DUFunc.nargscCrtr)rLntypesr'r r r!rwruz DUFunc.ntypescCrtr)rLrr'r r r!rruz DUFunc.typescCrtr)rLrUr'r r r!rUruzDUFunc.identitycCst|jjdks Jd|_dS)zI Disable the compilation of new signatures at call time. rTN)r/rhrirlr'r r r!rps zDUFunc.disable_compilecCst|\}}|||S)z= Compile the DUFunc for the given signature. )rnormalize_signature_compile_for_argtys)rrRrr0r r r!r8s z DUFunc.addc Os|jj}|r&d|vr|d}||f7}|r&tddddt|Dt|}||ks8|||jjks8J|rsz+DUFunc._compile_for_args..)rLrWpop TypeErrorjoinsortedr/rXr isinstancerArraydtypermap_arrayscalar_typeappendrytuple) rrkwsrWrzargs_lenargtysargargtyr r r!_compile_for_argss(    zDUFunc._compile_for_argsc Cs|jr td|ft|tsJ|dur|}n||}t|j|j|\}}}t|||}t ||\}}}| t |||j ||j|f|jj |j|S)a/ Given a tuple of argument types (these should be the array dtypes, and not the array types themselves), compile the element-wise function for those inputs, generate a UFunc loop wrapper, and register the loop with the Numpy ufunc object for this DUFunc. zcompilation disabled for %sN)rl RuntimeErrorrrr_compile_element_wise_functionrhr^_finalize_ufunc_signature!_build_element_wise_ufunc_wrapper _add_loopintrVrlibraryrbrP) rrr0rRr actual_sig dtypenumsptrenvr r r!rys&   zDUFunc._compile_for_argtyscCsB|dur |jjj}td|jjtft||jd}| ||dS)a*Constructs and installs a typing class for a DUFunc object in the input typing context. If no typing context is given, then _install_type() installs into the typing context of the dispatcher object (should be same default context used by jit() and njit()). N DUFuncTyping_)keygeneric) rh targetdescrtyping_contexttyperLrBr rk_type_meinsert_user_function)r typingctx_ty_clsr r r!ras   zDUFunc._install_typecCsj|jrt||}|durdSt|j|jdt|}|jj D]\}}|j |kr2||fSq#dS)a Given a tuple of element-wise argument types, find a matching signature in the dispatcher. Return a 2-tuple containing the matching signature, and compilation result. Will return two None's if no matching signature was found. N)NN) rlrufunc_find_matching_looprinputsoutputsr/rhriitemsr)r ewise_typeslooprRrr r r!rs   zDUFunc.find_ewise_functioncCs|rJ|j}tj|||}|\}}}}t|} | dkr)t|dt| } nt|} || \} } | durU|jrCtd||f| | || \} } | dusUJ| dkr^t |} n|j dkrv|dkrqt | j||g} n | jg} ntd| |t| S)z Implement AbstractTemplate.generic() for the typing class built by DUFunc._install_type(). Return the call-site signature after either validating the element-wise signature or compiling for it. rNzcannot call %s with types %sztyping gufuncs (nout > 1))rLr Numpy_rules_ufunc_handle_inputsr/rrrlrryrgrXrrr0NotImplementedErrorextendr )rrkwtysrL_handle_inputs_result base_typesexplicit_outputsndimslayoutexplicit_output_countrrRrouttysr r r!rs8       zDUFunc._type_mecsh|dur jjj}tj}tj}|fjj|fjj}|fjj}| fdd||fDdS)a- Install an implementation function for a DUFunc object in the given target context. If no target context is given, then _install_cg() installs into the target context of the dispatcher object (should be same default context used by jit() and njit()). 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