vj ddlZddlZddlmZmZmZddlmZdZdZ eZ Gdde Z e dfde d e d ed e fd ZdS) N)ListTupleUnion) get_loggertypedefaultceZdZdZdefdZdZedZedZ dZ e fdZ e d d d fd Z e d d d fd ed edefdZd S)Registryz Registry which support registering modules and group them by a keyname If group name is not provided, modules will be registered to default group. namec0||_tii|_dSN)_name default_group_modules)selfr s i/lsinfo/ai/hellotax_ai/data_center/backend/venv/lib/python3.11/site-packages/modelscope/utils/registry.py__init__zRegistry.__init__s &+ c |jjd|jdz}|jD]0\}}|d|dt |dz }1|S)Nz (z) group_name=z , modules= ) __class____name__rritemslistkeys)r format_str group_namegroups r__repr__zRegistry.__repr__s^,/CDJ/C/C/CC !%!4!4!6!6 2 2 J 2 22 --222 2JJrc|jSr )rrs rr z Registry.name s zrc|jSr )rr"s rmoduleszRegistry.modules$s }rc|jD]p\}}td||D]}td| tdqdS)z8 logging the list of module in current registry r N)rrloggerinfor)rrrms rrz Registry.list(s"&!4!4!6!6   J KK2j22 3 3 3ZZ\\ & & HHH%%%% KKOOOO   rcZ||jvrdS|j||dSr )rget)r module_key group_keys rr,z Registry.get1s1 DM ) )4=+// DAA ArNFct|ts Jd||jvrt|j|<||j}||j|vr|st |d|jd|d||j||<||_dS)Nz%group_key is required and must be strz is already registered in []) isinstancestrrdictrKeyErrorrr.)rr. module_name module_clsforces r_register_modulezRegistry._register_module7s ) H H G H H DM ) )'+vvDM) $  $-K $- 2 2 25 2k88"j88+488899 90: i -( rr.r6r7c4ttstdt|||Sfd}|S)a Register module Example: >>> models = Registry('models') >>> @models.register_module('image-classification', 'SwinT') >>> class SwinTransformer: >>> pass >>> @models.register_module('SwinDefault') >>> class SwinTransformerDefaultGroup: >>> pass >>> class SwinTransformer2: >>> pass >>> MODELS.register_module('image-classification', module_name='SwinT2', module_cls=SwinTransformer2) Args: group_key: Group name of which module will be registered, default group name is 'default' module_name: Module name module_cls: Module class object force (bool, optional): Whether to override an existing class with the same name. Default: False. Nz,module_name must be either of None, str,got r.r6r7r8c:||S)Nr;)r9)r7r8r.r6rs r _registerz+Registry.register_module.._register{s4  ! !#'% "     r)r2r3 TypeErrorrr9)rr.r6r7r8r=s``` ` rregister_modulezRegistry.register_moduleOs@#z+s'C'C#7#' #4#47788 8  !  ! !#'% "             r)r __module__ __qualname____doc__r3rr propertyr r$rrr,r9rr?rrr r s  ,S,,,,XX)6BBBB$1%)$($ ))))2*7+/+/# 44#&4%(4%)444444rr registryr. default_argsreturnct|tstdt|t|vr(| t|vrt dtd|d|t|t stdt|t|ts!|tdt|dd lm}|j ||d f}| || }|0| D]\}}||||t}|t} t| t"r>|| | } | t | d |j d |d|| _nJt)j| st)j| r| } ntdt|  t/| dr | jdi|S| di|S#t2$r(} t| | jd| | d} ~ wwxYw)aBuild a module from config dict when it is a class configuration, or call a function from config dict when it is a function configuration. Example: >>> models = Registry('models') >>> @models.register_module('image-classification', 'SwinT') >>> class SwinTransformer: >>> pass >>> swint = build_from_cfg(dict(type='SwinT'), MODELS, >>> 'image-classification') >>> # Returns an instantiated object >>> >>> @MODELS.register_module() >>> def swin_transformer(): >>> pass >>> = build_from_cfg(dict(type='swin_transformer'), MODELS) >>> # Return a result of the calling function Args: cfg (dict): Config dict. It should at least contain the key "type". registry (:obj:`Registry`): The registry to search the type from. group_key (str, optional): The name of registry group from which module should be searched. default_args (dict, optional): Default initialization arguments. type_name (str, optional): The name of the type in the config. Returns: object: The constructed object. zcfg must be a dict, but got Nz.`cfg` or `default_args` must contain the key "z ", but got rz8registry must be an modelscope.Registry object, but got z-default_args must be a dict or None, but got r)LazyImportModuler)r.z is not in the z registry group zE. Please make sure the correct version of ModelScope library is used.z*type must be a str or valid type, but got _instantiatez: rD)r2r4r>r TYPE_NAMEr5r modelscope.utils.import_utilsrIr upper import_modulecopyr setdefaultrpopr3r,r.inspectisclass isfunctionhasattrrJ Exceptionr) cfgrEr.rFrIsigargsr valueobj_typeobj_clses rbuild_from_cfgr^s@ c4 DBtCyyBBCCC  9L#@#@11111".1122 2 h ) )54#'>>4455 5 |T * *9l.B8#' #5#58899 9?>>>>> =   )S[ 9C""3''' 88::D'--// ) )KD% OOD% ( ( ( (! xx ""H(C  K,,x9,== ?LLHMLL#,LLLMM M&  " "Kg&8&B&BK Ih I IKK K9 7N + + #'7'//$// /7??T?? " 999d1gg)00Q0011q89sH91H99 I+#I&&I+) importlibrRtypingrrrmodelscope.utils.loggerrrKrr(objectr r3r4r^rDrrrcs%%%%%%%%%%......   uuuuuvuuut%2(,P9P9%P9!P9"&P928P9P9P9P9P9P9r