9iIHSSKrSSKrSSKJrJr SSKJr SSKrSSKJ r SSK J r J r J r SSKJr \"5rSr"SS 5rg) N)ListOptional)urlparse)tqdm)MODELSCOPE_URL_SCHEMEencode_media_to_base64 get_endpoint) get_loggerzihttps://modelscope.cn/models/modelscope/modelscope_aigc_default_logo/resolve/master/aigc_default_logo.pngcZ\rSrSrSr1Skr1Skr1SkrS'S\S\S \S \S \ \S \ \S \ \ \S\ \S\ \ \S\ \ \S\ \S\ \4Sjjr Sr Sr SrSrS(S\S\ \4SjjrSSSSS.S\ \S\S\ \S \ \S!S4 S"jjrS!\4S#jr\S$\4S%j5rS&rg)) AigcModela  Helper class to encapsulate AIGC-specific model creation parameters. This class can be initialized directly with parameters, or loaded from a JSON configuration file using the `from_json_file` classmethod. Example of direct initialization: >>> aigc_model = AigcModel( ... aigc_type='Checkpoint', ... base_model_type='SD_XL', ... model_path='/path/to/your/model.safetensors' ... base_model_id='AI-ModelScope/FLUX.1-dev' ... ) Example of loading from a JSON file: `config.json`: { "model_path": "/path/to/your/model.safetensors", "aigc_type": "Checkpoint", "base_model_type": "SD_XL", "base_model_id": "AI-ModelScope/FLUX.1-dev" } >>> aigc_model = AigcModel.from_json_file('config.json') >VAELoRA Checkpoint>SD_2SD_3SD_XLFLUX_1SD_1_5SD_2_1UNKNOWNQWEN_IMAGE_20_BWAN_VIDEO_2_1_14_BWAN_VIDEO_2_1_I2V_14_BWAN_VIDEO_2_1_T2V_14_BWAN_VIDEO_2_2_TI2V_5_BWAN_VIDEO_2_1_T2V_1_3_BWAN_VIDEO_2_1_FLF2V_14_BWAN_VIDEO_2_2_I2V_A_14_BWAN_VIDEO_2_2_T2V_A_14_B>3dmanfoodlogoplantwomananimalartwaresceneryclothing commodity dimension photography construction cg-fantasy main-strong other-styles sci-fi-mecha toy-figurinesother-functionspicture-controlart-style-strongcharacter-strongflat-abstractionhand-drawn-stylee-commerce-designautomobile-trafficillustration-designarchitectural-designcharacter-enhancementclassic-painting-styleN aigc_typebase_model_type model_path base_model_idtag description cover_images path_in_repo trigger_words official_tags model_sourcebase_model_sub_typec X0lXlX lXPlX`lXlXlUb/n UHn[U[5(aURS5(d~URS5(dhURS5(dR[U5nU RU5 [RS[RR!U55 MU RU5 MU RU5 M XlO [*/UlX@lXlXlUR35 UR55 U (aXlUR95 OSUlUR;5 g!["[$4a4n[R'SUU5 U RU5 SnAGMSnAff=f)aN Initializes the AigcModel helper. Args: model_path (str): The path of checkpoint/LoRA weight file or folder. aigc_type (str): AIGC model type. Recommended: 'Checkpoint', 'LoRA', 'VAE'. base_model_type (str): Vision foundation model type. Recommended values are in BASE_MODEL_TYPES. tag (str, optional): Tag for the AIGC model. Defaults to 'v1.0'. description (str, optional): Model description. Defaults to 'this is an aigc model'. cover_images (List[str], optional): List of cover image URLs. base_model_id (str, optional): Base model name. e.g., 'AI-ModelScope/FLUX.1-dev'. path_in_repo (str, optional): Path in the repository. trigger_words (List[str], optional): Trigger words for the AIGC Lora model. official_tags (List[str], optional): Official tags for the AIGC model. Defaults to None. model_source (str, optional): Source of the model. `USER_UPLOAD`, `TRAINED_FROM_MODELSCOPE` or `TRAINED_FROM_ALIYUN_FC`. Defaults to 'USER_UPLOAD'. base_model_sub_type (str, Optional): Sub vision foundation model type. Defaults to ''. e.g. `SD_1_5` Nzhttp://zhttps://zdata:z#Converted local image to base64: %sz2Failed to process local image %s: %s. Using as-is.)rBr@rArDrErJrK isinstancestr startswithrappendloggerinfoospathbasenameFileNotFoundError ValueErrorwarningrFDEFAULT_AIGC_COVER_IMAGErCrGrH_validate_aigc_type_validate_base_model_typerI_validate_official_tags_process_model_path)selfr@rArBrCrDrErFrGrHrIrJrKprocessed_cover_imagesimg processed_imges Y/var/www/html/land-doc-ocr/venv/lib/python3.13/site-packages/modelscope/hub/utils/aigc.py__init__AigcModel.__init__HsB%".&(#6  #%' "#c3''NN955"~~j99"~~g66 ?,B3,GM299-H"KK(M(*(8(8(=?/55c:*11#6+$,!7 !9 :D *(*   " &&( !.   ( ( *!%D    "9!2:>?"NN T #Q(399#>> ?s AFG(GGcURUR;aKSR[UR55n[R SURSUS35 gg)z?Validate aigc_type and provide a warning for unsupported types., zUnsupported aigc_type: "z". Recommended values: z1. Custom values are allowed but may cause issues.N)r@ AIGC_TYPESjoinsortedrQrXr^supported_typess rcrZAigcModel._validate_aigc_types` >> 0"iit(?@O NN5dnn5EF22A1BCMM N 1cURUR;aKSR[UR55n[R SURSUS35 gg)zCValidate base_model_type and provide warning for unsupported types.rgzYour base_model_type: "z," may not be supported. Recommended values: z2. Custom values are allowed but may cause issues. N)rABASE_MODEL_TYPESrirjrQrXrks rcr[#AigcModel._validate_base_model_typesg   t'<'< <"iit/D/D(EFO NN)$*>*>)?@''6&78CD E =rncURVs1sHoUR;dMUiM nnU(aPSRUR5nSRSU55n[R SUSUS35 ggs snf)z@Validate official tags and provide warning for unsupported tags.rgc3.# UH nSUS3v M g7f)"N).0rDs rc 4AigcModel._validate_official_tags..s(L|1SE|sz Your tag(s): z+ may not be supported. Recommended values: z. N)rI OFFICIAL_TAGSrirQrX)r^rD invalid_tagssupported_tagsinvalid_tags_strs rcr\!AigcModel._validate_official_tagss)) )8J8J-J )   !YYt'9'9:N#yy(L|(LL  NN 012''5&6b: ;   s BBc  SSKJn [RR UR 5Ul[RR UR 5(d[SUR 35e[RRUR 5(aAUR n[RS[RRU55 GO[RRUR 5(Ga8[R"UR 5n[U5S:Xa[SUR S35eUVs/sHSn[RR[RRUR U55(dMQUPMU nn1SknU(a@UVs1sHoDR!5iM nnUR#U5(a [S5e/S QnS nUGHn [$R$"[RRUR S U 355n U (dMNU Sn[RS U S 3[RRU55 [U 5S:a[R'SU S3[RRU55 [RSU S3U SS V s/sH"n [RRU 5PM$ sn 5 O U(Gd[R"UR 5V s/sHSn [RR[RRUR U 55(dMQU PMU n n U (aw[RRUR U S5n[R'S[RRU55 [RSU 5 O2[SUR S35eO[SUR 35eU(a][RSU5 U"U5n [RRU5UlU SUlU SUlX lg g s snfs snfs sn fs sn f)z0Process model_path to extract weight informationr) get_file_hashzModel path does not exist: zUsing file: %szDirectory is empty: zW. Please place at least one model file at the top level (e.g., .safetensors/.pth/.bin).> readme.md.gitattributesconfiguration.jsonzTop-level directory contains only [.gitattributes, configuration.json, README.md]. 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AIGC models require at least one model file (.safetensors recommended).z(Model path must be a file or directory: z!Computing hash and size for %s... file_hash file_size)modelscope.utils.file_utilsrrSrT expanduserrBexistsrWisfilerQrRrUisdirlistdirlenrilowerissubsetglobrXweight_filename weight_sha256 weight_size target_file)r^rr top_entriesname top_filesplaceholder_names normalizedfile_extensionsextfilesf all_files hash_infos rcr]AigcModel._process_model_paths='',,T__=ww~~doo..:4??:KLM M 77>>$// * *//K KK("''*:*:;*G H WW]]4?? + +**T__5K;1$ *4??*;>"'',,t"EF ! 7@Aytjjly A&&'899$o ?OK& "'',,t!C5 "JK5"'(KKK&Y 7 " 0 0 =?5zA~'u,PQGG,,[9; fSE$.read_in_chunks\s: %%j1 CG$ s;=BTz[Pre-uploading] )totalunit unit_scale dynamic_ncolsdescrb)rdatarSuccessFMessagez unknown errorzPre-upload failed: )i)r rstriphostnamelstriprOrgetattrrBrSrTabspathrrrWdictrgetsizeintropenrequestsputjson exceptionsJSONDecodeErrorraise_for_statusrMget RuntimeError)r^rrrr endpoint_hostbase_urlurl file_pathrrrrrrespmsgs rcpreupload_weightsAigcModel.preupload_weights6s1 -|~%hnn&67@@GGO N[MeMefkMlMl01m_E)*(=3G3G3O2PQ Z:;D-6I$// GGOOBGG$6$6y$AB ww~~i((? {KL L#*$w- ?HI IM'.2I1J"KLMGGOOI. .= '* "' ) -1i&!LL#'0# ' ) 668D dD ! !dhhy&9U&B((9o6C!4SE:; ;'C !'& ))""22     s6 H1H 4H1I H. *H11 H?.I32I3c<URURURURURUR UR URURURURURURURS.$)zDConverts the AIGC parameters to a dictionary suitable for API calls.r@rArDrErFrCrBrrrrHrIrJrKr)r^s rcto_dictAigcModel.to_dict}s#3388++ --!////#33!//++!//!// --#'#;#;  rn json_pathclSSKn[RRU5n[RR U5(d[ SU35e[ USSS9nURU5nSSS5 /SQnUHnUW;dM [SUS 35e U"S 0WD6$!,(df  N8=f) z Creates an AigcModel instance from a JSON configuration file. Args: json_path (str): The path to the JSON configuration file. Returns: AigcModel: An instance of the AigcModel. rNzJSON config file not found at: rzutf-8)encoding)rBr@rArCz(Missing required field in JSON config: ''ru) rrSrTrrrVrloadrW)clsrrrconfigrequired_fieldsfields rcfrom_json_fileAigcModel.from_json_files GG&&y1 ww~~i((#1)=? ?)S7 3qYYq\F4 %EF" >ugQGII% }V}4 3s !B%% B3)r@rCrKrArFrErBrJrIrGrDrrHrrr) zv1.0zthis is an aigc modelNrNN USER_UPLOADrr)__name__ __module__ __qualname____firstlineno____doc__rhrpryrNrrrdrZr[r\r]robjectrrrr classmethodr__static_attributes__rurnrcr r s4/J M  #%<,0&(-1-1&3-/S#S#S# S#  S# c] S#c]S#tCy)S#smS# S *S# S *S#smS#&c]S#jNE ;X+tC F7;),4848 E<#+F#3E<$'E<$,D> E< %-SM E< >B ErsC !!NN.  WWrn