͒j VSSKJrJrJrJrJrJrJr SSKJ r SSK J r SSK J r JrJr SSKJr \(aSSKJr /SQrS \\S \\4S jrS S S\S \\\\44Sjr\S.S S S\\S \\\\\\\\4444Sjjr\S.S\\\\\\\\444S\\S S4Sjjrg)) TYPE_CHECKINGDict ItemsViewIterableListSetUnion)msg)Errors)DocSpanToken) dot_to_dict)Language)requiresassignsscores retokenizesvaluesreturnc ^ [[RUS55n[[[ S.nUR 5GHum nT S:XaUVs/sHoDRS5(dMUPM nnUVs/sHoDRS5(aMUPM nnU(a5[[RRSRU5S95eT U;aBSRU 4SjU55n[[RRT US 95e[U[5(d&[[RRT S 95eUR 5GHlupGUS :XaUSLa5[[RRS RT 5S 95eUR 5HMupU SLdM T S U3n U SSRU 53n [[R RXS95e MUR#S 5(a)[[R$RXDSSS95eUSLaCT SU3n U SSRU53n [[R RXS95eUT n ['X5(aGMH[[R(RT US95e GM U$s snfs snf)aValidate component attributes provided to "assigns", "requires" etc. Raises error for invalid attributes and formatting. Doesn't check if custom extension attributes are registered, since this is something the user might want to do themselves later in the component. values (Iterable[str]): The string attributes to check, e.g. `["token.pos"]`. RETURNS (Iterable[str]): The checked attributes. T)doctokenspanrzspan.zspan._., )attrsc3V># UHoRT5(dMUv M g7fN) startswith).0aobj_keys ڡC:\Users\johnn\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.13_qbz5n2kfra8p0\LocalCache\local-packages\Python313\site-packages\spacy/pipe_analysis.py !validate_attrs..$s%QA<<;Paas) ))objr)attr_z{}._z._..)r(solutionN)r'r()rdictfromkeysr rritemsr ValueErrorr E180formatjoinE181 isinstanceE182E183endswithE184hasattrE185)rdataobjsrr( span_attrs invalid_attrsvalueext_attr ext_valuegoodbadr'r#s @r$validate_attrsrEs{ t}}VT2 3D 5D**, f +1N64__W5M$6JN+5X:4__Y=W$:JX !3!3$))J:O!3!PQQ $  II%Q%QQMV[[//G=/QR R%&&V[[//W/=> > ;;=KDs{D=$V[[%7%7V]]7=S%7%TUU+0;;='H ,")#hZ8!%a(;'<=();););)TUU ,9 }}S!! !3!3Sb !3!RSSD !!D6*a01 !3!3!3!LMMw-C3%% !3!3d!3!KLL')'@ M;OXsK)1K)=K.K.nlprr(c//S.nURH\nURU5nXR;aUSRU5 XR;dMHUSRU5 M^ U$)aCheck which components in the pipeline assign or require an attribute. nlp (Language): The current nlp object. attr (str): The attribute, e.g. "doc.tensor". RETURNS (Dict[str, List[str]]): A dict keyed by "assigns" and "requires", mapped to a list of component names. )rrrr) pipe_names get_pipe_metarappendr)rFr(result pipe_namemetas r$ get_attr_inforN?sm02r#BF^^   + <<  9  $ $Y / == :  % %i 0 $ M)keysrPc 00S.n[5n[UR5GH upEURU5nUR UR 5 UR UR 5 UVs0sHow[XgS5_M snUSU'URSUn[RUR S5n U (a3UH-upURU 5n U R Hn SX'M M/ U R5V Vs/sHupU(aMU PM snn USU'GM UVs0sHo[X5_M snUS'U$s snfs snn fs snf)a@Print a formatted summary for the current nlp object's pipeline. Shows a table with the pipeline components and why they assign and require, as well as any problems if available. nlp (Language): The nlp object. keys (List[str]): The meta keys to show in the table. RETURNS (dict): A dict with "summary" and "problems". )summaryproblemsNrRFTrSr) set enumeraterHrIupdaterrgetattrpipeliner-r.r/rN)rFrPrK all_attrsinamerMkey prev_pipesr prev_name prev_pipe prev_metaannot fulfilledr(s r$ analyze_pipesrcQsR<F%IS^^,  &&'LP"QDS4(@#@D"Qy$\\"1% ==6 (2$ --i8 &..E&*HO/)3 +3..*:$ *:&e)E*:$ z4 -CLL)$]355)LF7O M#R$ Ms6E E"E;E#analysisNc [R"S5 SS/UVs/sHo"R5PM snQnUSR5n[ U5VVVVs/sH+unupgXV/UR 5Vs/sHoPM snQPM- n nnnn[R "XSSS9 [SUSR 555n [S USR 555(ak[R"S U S 35 USR5H9upU (dM[R"S U S SRU 535 M; g[R"S5 gs snfs snfs snnnnf)zPrint a formatted version of the pipe analysis produced by analyze_pipes. analysis (Dict[str, Union[List[str], Dict[str, List[str]]]]): The analysis. keys (List[str]): The meta keys to show in the table. zPipeline Overview# ComponentrRT)headerdivider multilinec38# UHn[U5v M g7fr)lenr!ps r$r%&print_pipe_analysis..sC%BSVV%BsrSc3$# UHov M g7frrms r$r%ros 4313sz Problems ()'z' requirements not met: rzNo problems found.N) r ri capitalizer/rUrtablesumanywarnr3rC) rdrPr\rhrRrZnmvbody n_problemsr[problems r$print_pipe_analysisrtsEKK#$; Dd!Cds.."2d!C DF!),224G>G>P Q>PFQQ , + 1Q + ,>PD QIId44@CXj%9%@%@%BCCJ 4hz*113 444 j A./%j1779MDw1TF":499W;M:NOP: %&"D+ QsE8F = E=F =F )typingrrrrrrr wasabir errorsr tokensr rrutilrlanguager DEFAULT_KEYSstrrErNrcrrqrOr$rsMMM$$"@ +8C=+Xc]+\zc49n1E&+7   "3i  #tCtCy$//0 01 L#'3S%S 4"8899:' s)' 'rO