-:j*4 dZddlZddlmZmZddlZddlmZmZddl m Z m Z m Z m Z ddlmZmZeeZej$deDcic]}||c}e ZeeZej$d eDcic]}||c}e Ze d Zej1d gd dRdeedzej2d fdeedzej2d fdeedzej2d fde de ddf dZej1ddg dSdeeej6d fde ddfdZej1dgd  dTd!eeej6d" fd#eedzej2d$ fd%eedzej2d& fd'eeej2d( fd)eeej2d* fde ddfd+Zej1d,gd- dUdeeej6d fd!eedzej2d. fd%eedzej2d/ fd0eedzej2d1 fd'eedzej2d2 fd3eedzej2d4 fde ddfd5Z ej1d6d7d8g dVdeeej6d fd9eeej2d: fde ddfd;Z!ej1deeej6d? fd@eeej6dA fdBeedzej2dC fd)eeej2dD fde ddfdEZ"ej1dFdGdHg dXdeeej6d fdIeeej6dJ fdBeedzej2dK fd0eedzej2dL fde ddf dMZ#ej1dN dVdeeej6d fdIeeej6dO fd9eeej2dP fde ddf dQZ$ycc}wcc}w)Ya_Contains commands to interact with collections on the Hugging Face Hub. Usage: # list collections on the Hub hf collections ls # list collections for a specific user hf collections ls --owner username # get info about a collection hf collections info username/collection-slug # create a new collection hf collections create "My Collection" --description "A collection of models" # add an item to a collection hf collections add-item username/collection-slug username/model-name model # delete a collection hf collections delete username/collection-slug N) Annotatedget_args)CollectionItemType_TCollectionSort_T)LimitOptTokenOpt get_hf_api typer_factory)_dataclass_to_dictoutCollectionItemType)typeCollectionSortz%Interact with collections on the Hub.)helpz list | ls)zhf collections lsz hf collections ls --owner nvidiazLhf collections ls --item models/teknium/OpenHermes-2.5-Mistral-7B --limit 10)examplesownerz)Filter by owner username or organization.itemzkFilter collections containing a specific item (e.g., "models/gpt2", "datasets/squad", "papers/2311.12983").sortz4Sort results by last modified, trending, or upvotes.limittokenreturnct|}|r |jnd}|j||||Dcgc] }t|}}t j |ycc}w)zList collections on the Hub.rN)rrrr)r valuelist_collectionsr r table) rrrrrapisort_key collectionresultss a/var/www/html/tokenscope/api/venv/lib/python3.12/site-packages/huggingface_hub/cli/collections.pycollections_lsr#:sn6 5 !C!tzztH.. /   :&GIIgsAinfoz/hf collections info username/my-collection-slugcollection_slugz7The collection slug (e.g., 'username/collection-slug').cht|}|j|}tj|y)z'Get info about a collection on the Hub.rN)r get_collectionr dict)r%rrr s r"collections_infor)cs* 5 !C##O4JHHZcreate)z!hf collections create "My Models"z^hf collections create "My Models" --description "A collection of my favorite models" --privatez9hf collections create "Org Collection" --namespace my-orgtitlezThe title of the collection. namespacezMThe namespace (username or organization). Defaults to the authenticated user. descriptionz!A description for the collection.privatezCreate a private collection. exists_okz7Do not raise an error if the collection already exists.ct|}|j|||||}tjd|j|j y)z#Create a new collection on the Hub.r)r,r-r.r/r0zCollection createdslugurlN)r create_collectionr resultr3r4)r,r-r.r/r0rrr s r"collections_creater7ssM: 5 !C&& 'JJJ#*//z~~Nr*update)z@hf collections update username/my-collection --title "New Title"zPhf collections update username/my-collection --description "Updated description"zDhf collections update username/my-collection --private --theme greenz!The new title for the collection.z'The new description for the collection.positionz7The new position of the collection in the owner's list.z)Whether the collection should be private.themez;The theme color for the collection (e.g., 'green', 'blue').ct|}|j||||||}tjd|j|j y)z*Update a collection's metadata on the Hub.r)r%r,r.r9r/r:zCollection updatedr2N)r update_collection_metadatar r6r3r4) r%r,r.r9r/r:rrr s r"collections_updater=sQB 5 !C//' 0JJJ#*//z~~Nr*deletez,hf collections delete username/my-collectionz9hf collections delete username/my-collection --missing-ok missing_okz6Do not raise an error if the collection doesn't exist.cpt|}|j||tjd|y)z!Delete a collection from the Hub.r)r?zCollection deletedr3N)r delete_collectionr r6)r%r?rrs r"collections_deleterCs0 5 !C/jAJJ#/:r*zadd-item)zGhf collections add-item username/my-collection moonshotai/kimi-k2 modelz`hf collections add-item username/my-collection Qwen/DeepPlanning dataset --note "Useful dataset"zGhf collections add-item username/my-collection Tongyi-MAI/Z-Image spaceitem_idzCThe ID of the item to add (repo_id for repos, paper ID for papers). item_typezGThe type of item (model, dataset, space, paper, collection, or bucket).notez2A note to attach to the item (max 500 characters).z?Do not raise an error if the item is already in the collection.ct|}|j|||j||}tjd||j y)zAdd an item to a collection.r)r%rDrErFr0zItem added to collectionr2N)r add_collection_itemrr r6r4)r%rDrErFr0rrr s r"collections_add_itemrIsM8 5 !C(('//  )JJJ)Z^^Tr*z update-itemzVhf collections update-item username/my-collection ITEM_OBJECT_ID --note "Updated note"zMhf collections update-item username/my-collection ITEM_OBJECT_ID --position 0item_object_idzTThe ID of the item in the collection (from 'item_object_id' field, not the repo_id).z-A new note for the item (max 500 characters).z/The new position of the item in the collection.ctt|}|j||||tjd|y)zUpdate an item in a collection.r)r%rJrFr9zItem updated in collectionrAN)r update_collection_itemr r6)r%rJrFr9rrs r"collections_update_itemrMs>0 5 !C'%   JJ+/Br*z delete-itemznThe ID of the item in the collection (retrieved from `item_object_id` field returned by 'hf collections info'.z0Do not raise an error if the item doesn't exist.crt|}|j|||tjd|y)z!Delete an item from a collection.r)r%rJr?zItem deleted from collectionrAN)r delete_collection_itemr r6)r%rJr?rrs r"collections_delete_itemrP&s; 5 !C'% JJ-ODr*)NNN N)N)NNFFN)NNNNNN)FN)NFN)NNN)%__doc__enumtypingrrtyperhuggingface_hub.hf_apirr _cli_utilsrr r r _outputr r _COLLECTION_ITEM_TYPESEnumstrr_COLLECTION_SORT_OPTIONSrcollections_clicommandOptionr#Argumentr)boolr7intr=rCrIrMrP)tss00r"res, & IEE,""67TYY3DZ5[qad5[bef#$45+ @ O  89 ;O  ST VO$ %O& 'OO@      -"OsNENN8q$rrs"O  d  => @ "O  d  CD F "O d  ST V"O t  EF H"O$  d  WX Z %"O, -"O. /"O"OJ 6C  ;sNENN8q$rrs ;  RS U ;  ;  ; ;(  #UsNENN8q$rrsU  ^U^^!f ggU ef h U  d  NO Q U  [\ ^U" #U$ %UU>`W  CsNENN8q$rrsC rs uC  d  IJ L  C d  KL NC C CC6' EsNENN8q$rrsE B  E  LM OE E E(Em6\.Vs  R 4 R