+j* &SrSSKrSSKrSSKrSSKrSSKrSSKJr SSKJ r SSK J r \ "5 \ "SS15r Sr\"S S 55r\4S \S \S \\\ 4S-4SjjrS\\\ 4S\S S4SjrSS\S\R*S-S\S-S \4Sjjrg)zMetadata extraction for asset scanning. Tier 1: Filesystem metadata (zero parsing) Tier 2: Safetensors header metadata (fast JSON read only) N) dataclass)Any)init_mime_typesz .safetensorsz.sftic\rSrSr%SrSr\\S'Sr\\S'Sr \ \S'Sr \S-\S 'Sr \\S 'Sr \S-\S 'Sr\\S-\S 'Sr\S-\S 'Sr\\S'Sr\S-\S'Sr\S-\S'Sr\S-\S'Sr\S-\S'Sr\S-\S'Sr\S-\S'Sr\S-\S'Sr\S-\S'Sr\S-\S'S\\\44SjrS\S\\4SjrSr g)ExtractedMetadataz/Metadata extracted from a file during scanning.filename file_pathrcontent_lengthN content_typeformat base_model trained_wordsairFhas_preview_images source_url source_arnrepo_url preview_url source_hashrepo_idrevisionfilepath resolve_urlreturncURURURS.nUR(aURUS'UR(aURUS'UR (aUR US'UR (aUR US'UR(aURUS'UR(aSUS'UR(aURUS 'UR(aURUS 'UR(aURUS 'UR(aURUS 'UR(aURUS 'UR(aURUS'UR(aURUS'UR (aUR US'UR"(aUR"US'U$)zJConvert to user_metadata dict for AssetReference.user_metadata JSON field.)r r rr r rrrTrrrrrrrrrr)r r rr r rrrrrrrrrrrrr)selfdatas D/home/wildlama/comfy/ComfyUI/app/assets/services/metadata_extract.pyto_user_metadata"ExtractedMetadata.to_user_metadata9s{ "11kk  >> $D    #'#4#4D  ??!%D    $($6$6D ! 88((DK  " ")-D% & ??!%D  ??!%D  ==#}}D    "&"2"2D    "&"2"2D  <<"llDO ==#}}D  ==#}}D    "&"2"2D  reference_idc ^^/mSS[S[S-S[SS4UU4SjjjnS[S[[-S-SS4UU4SjjnS[S[S-SS4UU4SjjnU"S UR5 U"S UR 5 U"S UR 5 U"S UR5 U"S UR5 U"SUR5 UR(a UROSnU"SU5 UR(a([URSS5H upgU"SXvS9 M U"SUR5 U"SUR5 U"SUR5 U"SUR 5 U"SUR"5 U"SUR$5 U"SUR&5 U"SUR(5 U"SUR*5 T$)z@Convert to asset_reference_meta rows for typed/indexed querying.keyvalNordinalrc p>U(a.TRTUU[U5S:aUSSOUSSSS.5 gg)Niasset_reference_idr&r(val_strval_numval_boolval_json)appendlen)r&r'r(r$rowss r add_str/ExtractedMetadata.to_meta_rows..add_strksC *6&-0X_s5Dz## $ $r#c @>UbTRTUSSUSSS.5 ggNrr*r0r&r'r$r2s r add_num/ExtractedMetadata.to_meta_rows..add_numws3 *6 #" $ $r#c @>UbTRTUSSSUSS.5 ggr6r7r8s r add_bool0ExtractedMetadata.to_meta_rows..add_bools3 *6 ## # $r#r r r rrrrdr)r(rrrrrrrrr)r)strintfloatboolr r r rrrrr enumeraterrrrrrrrr) rr$r3r9r< has_previewsiwordr2s ` @r to_meta_rowsExtractedMetadata.to_meta_rowsgs  3:  D    3;#5 $   # D4K D    DMM* $"5"56 1 12$++&  doo.txx 262I2It..t %|4   $T%7%7%=>9?  doo. doo. DMM* t//0 t//0  4<<( DMM* DMM* t//0 r#)!__name__ __module__ __qualname____firstlineno____doc__r r?__annotations__r r r@r rrrlistrrrBrrrrrrrrrdictrr!rG__static_attributes__rIr#r rrs*9HcIsNC#L#*#FC"Jd !&*M49t#*Ct$$"Jd !!Jd !HcDj"Kt""Kt"GS4ZHcDjHcDj"Kt",$sCx.,\FFdFr#rpathmax_sizerc[US5nURS5n[U5S:a SSS5 g[R"SU5SnXA:a SSS5 gURU5n[U5U:a SSS5 g[ R "URS55sSSS5 $!,(df  g=f![[ R[[R4a gf=f)a7Read only the JSON header from a safetensors file. This is very fast - reads 8 bytes for header length, then the JSON header. No tensor data is loaded. Args: path: Absolute path to safetensors file max_size: Maximum header size to read (default 8MB) Returns: Parsed header dict or None if failed rbNzr,rz modelspec.airssmd_cover_imagesTrrrrrsshs_model_hashr hf_repo_idr hf_revisionr hf_filepathrhf_url)get isinstancerQrr?r\r]setvaluesupdatekeyssortedrr`rPsplitstriprrrrrrrrrrr) rhrist_metartag_freqall_tags dataset_tagstwparsedxw cover_imagess r _extract_safetensors_metadatars jj,G gt $ $  +, % ;;- . % ;;| $ OKK 23MM377 zz-0H!$H ( 1 lD11OOL$5$5$78!2%+H%5ds%;"    [[ ) b#   UBfd++:@)A&Q#a&&)AD&=?XXc])X]ggi)!'')])XD&D ! !24!5"Q#a&"!5D {{5!AW[[%ADH;;23L"&kk,/DOkk,/DOKK +DM{{=1D{{=1SW[[AR5SD;;y)FW[[-FDLKK +Iw{{=/IDMKK +Iw{{=/IDM{{=1JW[[5JDK##   *B)X'' U9;#%TA'')iaggi%T" U"6smAN7'=N7/O O O)O<OO,OQ7OO O'QP4P43QQabs_path stat_resultrelative_filenamec[5nU=(d [RRU5UlXl[RR U5upEU(aURS5R5OSUl [R"U5updXcl Uc[R"USS9nU(aURUlUR5[";a [%U5nU(a['Xs5 U$U$![a N^f=f![(a"n[*R,"SX5 SnAU$SnAff=f)aExtract metadata from a file using tier 1 and tier 2 methods. Tier 1: Filesystem metadata from path and stat Tier 2: Safetensors header parsing if applicable Args: abs_path: Absolute path to the file stat_result: Optional pre-fetched stat result (saves a syscall) relative_filename: Optional relative filename to use instead of basename (e.g., "flux/123/model.safetensors" for model paths) Returns: ExtractedMetadata with all available fields populated .r NT)follow_symlinksz&Safetensors meta extract failed %s: %s)rosrSbasenamer r splitextlstriplowerr mimetypes guess_typer statr_st_sizer SAFETENSORS_EXTENSIONSrgr Exceptionloggingdebug) rrrri_ext mime_typerhes r extract_file_metadatars&  D&C)9)9()CDMN WW  h 'FA-0#**S/'')bDK''1LI! ''(DAK)11 yy{,,)(3  U-f; K4K    U FTT K Us*.D D% D"!D"% E/E  E)NN)rNr\rrrrZ dataclassesrtypingrutils.mime_typesr frozensetrMAX_SAFETENSORS_HEADER_SIZErr?r@rQrgrrrrIr#r rs  !,#NF#;<. QQ Qj ;  #s(^d>CK cNCK"3CK CKP*.$(11$&1Tz1 1r#