import{s as sh,n as uh,o as lh}from"../chunks/scheduler.6062bdaf.js";import{S as mh,i as ph,g,s as i,r as u,A as ch,h as o,f as t,c as r,j as h,u as l,x as _,k as d,y as s,a,v as m,d as p,t as c,w as f}from"../chunks/index.4bca734e.js";import{D as b}from"../chunks/Docstring.d7918b6d.js";import{H as $,E as fh}from"../chunks/EditOnGithub.74ab2baa.js";function hh(Zp){let v,$g,bg,vg,gt,xg,ot,Fp=`이 페이지에는 Hugging Face Hub에서 지원하는 타입(예: 데이터 클래스)이 나열되어 있습니다.
각 작업은 JSON 스키마를 사용하여 지정되며, 이러한 스키마에 의해서 타입이 생성됩니다. 이때 Python 요구 사항으로 인해 일부 사용자 정의가 있을 수 있습니다.`,Cg,st,Mp='각 작업의 JSON 스키마를 확인하려면 <a href="https://github.com/huggingface/huggingface.js/tree/main/packages/tasks/src/tasks" rel="nofollow">@huggingface.js/tasks</a>를 확인하세요.',yg,ut,Bp="라이브러리에서 이 부분은 아직 개발 중이며, 향후 릴리즈에서 개선될 예정입니다.",Ig,lt,Og,x,mt,am,Ei,Rp="Inputs for Audio Classification inference",Tg,C,pt,im,Pi,Hp="Outputs for Audio Classification inference",wg,y,ct,rm,Li,Up=`Additional inference parameters
Additional inference parameters for Audio Classification`,Dg,ft,Ag,I,ht,gm,Vi,Jp="Inputs for Audio to Audio inference",Ng,O,dt,om,Si,Kp=`Outputs of inference for the Audio To Audio task
A generated audio file with its label.`,kg,bt,Eg,T,_t,sm,Gi,Wp=`Parametrization of the text generation process
Ad-hoc parametrization of the text generation process`,Pg,w,$t,um,ji,Xp="Inputs for Automatic Speech Recognition inference",Lg,D,vt,lm,zi,Yp="Outputs of inference for the Automatic Speech Recognition task",Vg,xt,Ct,Sg,A,yt,mm,Qi,ec=`Additional inference parameters
Additional inference parameters for Automatic Speech Recognition`,Gg,It,jg,N,Ot,pm,qi,tc=`Chat Completion Input.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,zg,Tt,wt,Qg,Dt,At,qg,Nt,kt,Zg,Et,Pt,Fg,Lt,Vt,Mg,k,St,cm,Zi,nc=`Chat Completion Output.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,Bg,Gt,jt,Rg,zt,Qt,Hg,qt,Zt,Ug,Ft,Mt,Jg,Bt,Rt,Kg,Ht,Ut,Wg,Jt,Kt,Xg,Wt,Xt,Yg,E,Yt,fm,Fi,ac=`Chat Completion Stream Output.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,eo,en,tn,to,nn,an,no,rn,gn,ao,on,sn,io,un,ln,ro,mn,pn,go,cn,fn,oo,hn,so,P,dn,hm,Mi,ic="Inputs for Depth Estimation inference",uo,L,bn,dm,Bi,rc="Outputs of inference for the Depth Estimation task",lo,_n,mo,V,$n,bm,Ri,gc="Inputs for Document Question Answering inference",po,S,vn,_m,Hi,oc="One (document, question) pair to answer",co,G,xn,$m,Ui,sc="Outputs of inference for the Document Question Answering task",fo,j,Cn,vm,Ji,uc=`Additional inference parameters
Additional inference parameters for Document Question Answering`,ho,yn,bo,z,In,xm,Ki,lc=`Feature Extraction Input.
Auto-generated from TEI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tei-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tei-import.ts</a>.`,_o,On,$o,Q,Tn,Cm,Wi,mc="Inputs for Fill Mask inference",vo,q,wn,ym,Xi,pc="Outputs of inference for the Fill Mask task",xo,Z,Dn,Im,Yi,cc=`Additional inference parameters
Additional inference parameters for Fill Mask`,Co,An,yo,F,Nn,Om,er,fc="Inputs for Image Classification inference",Io,M,kn,Tm,tr,hc="Outputs of inference for the Image Classification task",Oo,B,En,wm,nr,dc=`Additional inference parameters
Additional inference parameters for Image Classification`,To,Pn,wo,R,Ln,Dm,ar,bc="Inputs for Image Segmentation inference",Do,H,Vn,Am,ir,_c=`Outputs of inference for the Image Segmentation task
A predicted mask / segment`,Ao,U,Sn,Nm,rr,$c=`Additional inference parameters
Additional inference parameters for Image Segmentation`,No,Gn,ko,J,jn,km,gr,vc="Inputs for Image To Image inference",Eo,K,zn,Em,or,xc="Outputs of inference for the Image To Image task",Po,W,Qn,Pm,sr,Cc=`Additional inference parameters
Additional inference parameters for Image To Image`,Lo,X,qn,Lm,ur,yc="The size in pixel of the output image",Vo,Zn,So,Y,Fn,Vm,lr,Ic=`Parametrization of the text generation process
Ad-hoc parametrization of the text generation process`,Go,ee,Mn,Sm,mr,Oc="Inputs for Image To Text inference",jo,te,Bn,Gm,pr,Tc="Outputs of inference for the Image To Text task",zo,ne,Rn,jm,cr,wc=`Additional inference parameters
Additional inference parameters for Image To Text`,Qo,Hn,qo,ae,Un,zm,fr,Dc=`The predicted bounding box. Coordinates are relative to the top left corner of the input
image.`,Zo,ie,Jn,Qm,hr,Ac="Inputs for Object Detection inference",Fo,re,Kn,qm,dr,Nc="Outputs of inference for the Object Detection task",Mo,ge,Wn,Zm,br,kc=`Additional inference parameters
Additional inference parameters for Object Detection`,Bo,Xn,Ro,oe,Yn,Fm,_r,Ec="Inputs for Question Answering inference",Ho,se,ea,Mm,$r,Pc="One (context, question) pair to answer",Uo,ue,ta,Bm,vr,Lc="Outputs of inference for the Question Answering task",Jo,le,na,Rm,xr,Vc=`Additional inference parameters
Additional inference parameters for Question Answering`,Ko,aa,Wo,me,ia,Hm,Cr,Sc="Inputs for Sentence similarity inference",Xo,ra,ga,Yo,oa,es,pe,sa,Um,yr,Gc=`Additional inference parameters
Additional inference parameters for Text2text Generation`,ts,ce,ua,Jm,Ir,jc=`Inputs for Summarization inference
Inputs for Text2text Generation inference`,ns,fe,la,Km,Or,zc="Outputs of inference for the Summarization task",as,ma,is,he,pa,Wm,Tr,Qc="Inputs for Table Question Answering inference",rs,de,ca,Xm,wr,qc="One (table, question) pair to answer",gs,be,fa,Ym,Dr,Zc="Outputs of inference for the Table Question Answering task",os,ha,ss,_e,da,ep,Ar,Fc="Inputs for Text2text Generation inference",us,$e,ba,tp,Nr,Mc="Outputs of inference for the Text2text Generation task",ls,ve,_a,np,kr,Bc=`Additional inference parameters
Additional inference parameters for Text2text Generation`,ms,$a,ps,xe,va,ap,Er,Rc="Inputs for Text Classification inference",cs,Ce,xa,ip,Pr,Hc="Outputs of inference for the Text Classification task",fs,ye,Ca,rp,Lr,Uc=`Additional inference parameters
Additional inference parameters for Text Classification`,hs,ya,ds,Ie,Ia,gp,Vr,Jc=`Text Generation Input.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,bs,Oa,Ta,_s,wa,Da,$s,Oe,Aa,op,Sr,Kc=`Text Generation Output.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,vs,Na,ka,xs,Ea,Pa,Cs,La,Va,ys,Sa,Ga,Is,Te,ja,sp,Gr,Wc=`Text Generation Stream Output.
Auto-generated from TGI specs.
For more details, check out
<a href="https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts" rel="nofollow">https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/scripts/inference-tgi-import.ts</a>.`,Os,za,Qa,Ts,qa,Za,ws,Fa,Ds,we,Ma,up,jr,Xc=`Parametrization of the text generation process
Ad-hoc parametrization of the text generation process`,As,De,Ba,lp,zr,Yc="Inputs for Text To Audio inference",Ns,Ae,Ra,mp,Qr,ef="Outputs of inference for the Text To Audio task",ks,Ne,Ha,pp,qr,tf=`Additional inference parameters
Additional inference parameters for Text To Audio`,Es,Ua,Ps,ke,Ja,cp,Zr,nf="Inputs for Text To Image inference",Ls,Ee,Ka,fp,Fr,af="Outputs of inference for the Text To Image task",Vs,Pe,Wa,hp,Mr,rf=`Additional inference parameters
Additional inference parameters for Text To Image`,Ss,Le,Xa,dp,Br,gf="The size in pixel of the output image",Gs,Ya,js,Ve,ei,bp,Rr,of="Inputs for Token Classification inference",zs,Se,ti,_p,Hr,sf="Outputs of inference for the Token Classification task",Qs,Ge,ni,$p,Ur,uf=`Additional inference parameters
Additional inference parameters for Token Classification`,qs,ai,Zs,je,ii,vp,Jr,lf=`Additional inference parameters
Additional inference parameters for Text2text Generation`,Fs,ze,ri,xp,Kr,mf=`Inputs for Translation inference
Inputs for Text2text Generation inference`,Ms,Qe,gi,Cp,Wr,pf="Outputs of inference for the Translation task",Bs,oi,Rs,qe,si,yp,Xr,cf="Inputs for Video Classification inference",Hs,Ze,ui,Ip,Yr,ff="Outputs of inference for the Video Classification task",Us,Fe,li,Op,eg,hf=`Additional inference parameters
Additional inference parameters for Video Classification`,Js,mi,Ks,Me,pi,Tp,tg,df="Inputs for Visual Question Answering inference",Ws,Be,ci,wp,ng,bf="One (image, question) pair to answer",Xs,Re,fi,Dp,ag,_f="Outputs of inference for the Visual Question Answering task",Ys,He,hi,Ap,ig,$f=`Additional inference parameters
Additional inference parameters for Visual Question Answering`,eu,di,tu,Ue,bi,Np,rg,vf="Inputs for Zero Shot Classification inference",nu,Je,_i,kp,gg,xf="The input text data, with candidate labels",au,Ke,$i,Ep,og,Cf="Outputs of inference for the Zero Shot Classification task",iu,We,vi,Pp,sg,yf=`Additional inference parameters
Additional inference parameters for Zero Shot Classification`,ru,xi,gu,Xe,Ci,Lp,ug,If="Inputs for Zero Shot Image Classification inference",ou,Ye,yi,Vp,lg,Of="The input image data, with candidate labels",su,et,Ii,Sp,mg,Tf="Outputs of inference for the Zero Shot Image Classification task",uu,tt,Oi,Gp,pg,wf=`Additional inference parameters
Additional inference parameters for Zero Shot Image Classification`,lu,Ti,mu,nt,wi,jp,cg,Df=`The predicted bounding box. Coordinates are relative to the top left corner of the input
image.`,pu,at,Di,zp,fg,Af="Inputs for Zero Shot Object Detection inference",cu,it,Ai,Qp,hg,Nf="The input image data, with candidate labels",fu,rt,Ni,qp,dg,kf="Outputs of inference for the Zero Shot Object Detection task",hu,ki,du,_g,bu;return gt=new $({props:{title:"추론 타입",local:"inference-types",headingTag:"h1"}}),lt=new $({props:{title:"audio_classification",local:"huggingface_hub.AudioClassificationInput ][ huggingface_hub.AudioClassificationInput",headingTag:"h2"}}),mt=new b({props:{name:"class huggingface_hub.AudioClassificationInput",anchor:"huggingface_hub.AudioClassificationInput",parameters:[{name:"inputs",val:": Any"},{name:"parameters",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/audio_classification.py#L26"}}),pt=new b({props:{name:"class huggingface_hub.AudioClassificationOutputElement",anchor:"huggingface_hub.AudioClassificationOutputElement",parameters:[{name:"label",val:": str"},{name:"score",val:": float"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/audio_classification.py#L36"}}),ct=new b({props:{name:"class huggingface_hub.AudioClassificationParameters",anchor:"huggingface_hub.AudioClassificationParameters",parameters:[{name:"function_to_apply",val:": Optional = None"},{name:"top_k",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/audio_classification.py#L15"}}),ft=new $({props:{title:"audio_to_audio",local:"huggingface_hub.AudioToAudioInput ][ huggingface_hub.AudioToAudioInput",headingTag:"h2"}}),ht=new b({props:{name:"class huggingface_hub.AudioToAudioInput",anchor:"huggingface_hub.AudioToAudioInput",parameters:[{name:"inputs",val:": Any"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/audio_to_audio.py#L12"}}),dt=new b({props:{name:"class huggingface_hub.AudioToAudioOutputElement",anchor:"huggingface_hub.AudioToAudioOutputElement",parameters:[{name:"blob",val:": Any"},{name:"content_type",val:": str"},{name:"label",val:": str"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/audio_to_audio.py#L20"}}),bt=new $({props:{title:"automatic_speech_recognition",local:"huggingface_hub.AutomaticSpeechRecognitionGenerationParameters ][ huggingface_hub.AutomaticSpeechRecognitionGenerationParameters",headingTag:"h2"}}),_t=new b({props:{name:"class huggingface_hub.AutomaticSpeechRecognitionGenerationParameters",anchor:"huggingface_hub.AutomaticSpeechRecognitionGenerationParameters",parameters:[{name:"do_sample",val:": Optional = None"},{name:"early_stopping",val:": Union = None"},{name:"epsilon_cutoff",val:": Optional = None"},{name:"eta_cutoff",val:": Optional = None"},{name:"max_length",val:": Optional = None"},{name:"max_new_tokens",val:": Optional = None"},{name:"min_length",val:": Optional = None"},{name:"min_new_tokens",val:": Optional = None"},{name:"num_beam_groups",val:": Optional = None"},{name:"num_beams",val:": Optional = None"},{name:"penalty_alpha",val:": Optional = None"},{name:"temperature",val:": Optional = None"},{name:"top_k",val:": Optional = None"},{name:"top_p",val:": Optional = None"},{name:"typical_p",val:": Optional = None"},{name:"use_cache",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/automatic_speech_recognition.py#L15"}}),$t=new b({props:{name:"class huggingface_hub.AutomaticSpeechRecognitionInput",anchor:"huggingface_hub.AutomaticSpeechRecognitionInput",parameters:[{name:"inputs",val:": Any"},{name:"parameters",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/automatic_speech_recognition.py#L89"}}),vt=new b({props:{name:"class huggingface_hub.AutomaticSpeechRecognitionOutput",anchor:"huggingface_hub.AutomaticSpeechRecognitionOutput",parameters:[{name:"text",val:": str"},{name:"chunks",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/automatic_speech_recognition.py#L107"}}),Ct=new b({props:{name:"class huggingface_hub.AutomaticSpeechRecognitionOutputChunk",anchor:"huggingface_hub.AutomaticSpeechRecognitionOutputChunk",parameters:[{name:"text",val:": str"},{name:"timestamps",val:": List"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/automatic_speech_recognition.py#L99"}}),yt=new b({props:{name:"class huggingface_hub.AutomaticSpeechRecognitionParameters",anchor:"huggingface_hub.AutomaticSpeechRecognitionParameters",parameters:[{name:"generate",val:": Optional = None"},{name:"return_timestamps",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/automatic_speech_recognition.py#L77"}}),It=new $({props:{title:"chat_completion",local:"huggingface_hub.ChatCompletionInput ][ huggingface_hub.ChatCompletionInput",headingTag:"h2"}}),Ot=new b({props:{name:"class huggingface_hub.ChatCompletionInput",anchor:"huggingface_hub.ChatCompletionInput",parameters:[{name:"messages",val:": List"},{name:"model",val:": str"},{name:"frequency_penalty",val:": Optional = None"},{name:"logit_bias",val:": Optional = None"},{name:"logprobs",val:": Optional = None"},{name:"max_tokens",val:": Optional = None"},{name:"n",val:": Optional = None"},{name:"presence_penalty",val:": Optional = None"},{name:"seed",val:": Optional = None"},{name:"stop",val:": Optional = None"},{name:"stream",val:": Optional = None"},{name:"temperature",val:": Optional = None"},{name:"tool_choice",val:": Union = None"},{name:"tool_prompt",val:": Optional = None"},{name:"tools",val:": Optional = None"},{name:"top_logprobs",val:": Optional = None"},{name:"top_p",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L48"}}),wt=new b({props:{name:"class huggingface_hub.ChatCompletionInputFunctionDefinition",anchor:"huggingface_hub.ChatCompletionInputFunctionDefinition",parameters:[{name:"arguments",val:": Any"},{name:"name",val:": str"},{name:"description",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L12"}}),At=new b({props:{name:"class huggingface_hub.ChatCompletionInputMessage",anchor:"huggingface_hub.ChatCompletionInputMessage",parameters:[{name:"role",val:": str"},{name:"content",val:": Optional = None"},{name:"name",val:": Optional = None"},{name:"tool_calls",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L26"}}),kt=new b({props:{name:"class huggingface_hub.ChatCompletionInputTool",anchor:"huggingface_hub.ChatCompletionInputTool",parameters:[{name:"function",val:": ChatCompletionInputFunctionDefinition"},{name:"type",val:": str"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L42"}}),Pt=new b({props:{name:"class huggingface_hub.ChatCompletionInputToolCall",anchor:"huggingface_hub.ChatCompletionInputToolCall",parameters:[{name:"function",val:": ChatCompletionInputFunctionDefinition"},{name:"id",val:": int"},{name:"type",val:": str"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L19"}}),Vt=new b({props:{name:"class huggingface_hub.ChatCompletionInputToolTypeClass",anchor:"huggingface_hub.ChatCompletionInputToolTypeClass",parameters:[{name:"function_name",val:": str"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L34"}}),St=new b({props:{name:"class huggingface_hub.ChatCompletionOutput",anchor:"huggingface_hub.ChatCompletionOutput",parameters:[{name:"choices",val:": List"},{name:"created",val:": int"},{name:"id",val:": str"},{name:"model",val:": str"},{name:"object",val:": str"},{name:"system_fingerprint",val:": str"},{name:"usage",val:": ChatCompletionOutputUsage"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L183"}}),jt=new b({props:{name:"class huggingface_hub.ChatCompletionOutputComplete",anchor:"huggingface_hub.ChatCompletionOutputComplete",parameters:[{name:"finish_reason",val:": str"},{name:"index",val:": int"},{name:"message",val:": ChatCompletionOutputMessage"},{name:"logprobs",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L168"}}),Qt=new b({props:{name:"class huggingface_hub.ChatCompletionOutputFunctionDefinition",anchor:"huggingface_hub.ChatCompletionOutputFunctionDefinition",parameters:[{name:"arguments",val:": Any"},{name:"name",val:": str"},{name:"description",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L146"}}),Zt=new b({props:{name:"class huggingface_hub.ChatCompletionOutputLogprob",anchor:"huggingface_hub.ChatCompletionOutputLogprob",parameters:[{name:"logprob",val:": float"},{name:"token",val:": str"},{name:"top_logprobs",val:": List"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L134"}}),Mt=new b({props:{name:"class huggingface_hub.ChatCompletionOutputLogprobs",anchor:"huggingface_hub.ChatCompletionOutputLogprobs",parameters:[{name:"content",val:": List"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L141"}}),Rt=new b({props:{name:"class huggingface_hub.ChatCompletionOutputMessage",anchor:"huggingface_hub.ChatCompletionOutputMessage",parameters:[{name:"role",val:": str"},{name:"content",val:": Optional = None"},{name:"name",val:": Optional = None"},{name:"tool_calls",val:": Optional = None"}],source:"https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/inference/_generated/types/chat_completion.py#L160"}}),Ut=new b({props:{name:"class 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