o ~ri+@sdZddlZddlZddlmZmZmZddlZddlm Z m Z ddl m Z m Z mZmZmZmZmZmZmZee Zejddd eDed Zee Zejd d d eDed Zed dZejdgddddddejddfdeeeejddfdeeeejddfdeeeejddfde de dededdfdd Zejd!d"gd d`d#eeej d$dfdeddfd%d&Z!ejd'gd(d     dad)eeej d*dfd+eeeejd,dfd-eeeejd.dfd/ee"ejd0dfd1ee"ejd2dfdeddfd3d4Z#ejd5gd6d      dbd#eeej d$dfd)eeeejd7dfd-eeeejd8dfd9eee$ejd:dfd/eee"ejd;dfdd?Z%ejd@dAdBgd  dcd#eeej d$dfdCee"ejdDdfdeddfdEdFZ&ejdGgdHd   ddd#eeej d$dfdIeeej dJdfdKeeej dLdfdMeeeejdNdfd1ee"ejdOdfdeddfdPdQZ'ejdRdSdTgd   ded#eeej d$dfdUeeej dVdfdMeeeejdWdfd9eee$ejdXdfdeddf dYdZZ(ed[  dcd#eeej d$dfdUeeej d\dfdCee"ejd]dfdeddf d^d_Z)dS)fa_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) AnnotatedOptionalget_args)CollectionItemType_TCollectionSort_T) FormatOptLimitOpt OutputFormatQuietOptTokenOptapi_object_to_dict get_hf_apiprint_list_output typer_factoryCollectionItemTypecCi|]}||qSr).0trrm/lsinfo/ai/hellotax_ai/llm_service/venv_embed/lib/python3.10/site-packages/huggingface_hub/cli/collections.py ;r)typeCollectionSortcCrrr)rsrrrr>rz%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)examples Fownerz)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.limitformatquiettokenreturnc CsFt|d}|r |jnd}dd|j||||dD} t| ||ddS)zList collections on the Hub.r%NcSsg|]}t|qSr)r )r collectionrrr csz"collections_ls..)rr r!r")r#r$)rvaluelist_collectionsr) rr r!r"r#r$r%apisort_keyresultsrrrcollections_lsDs  r/infoz/hf collections info username/my-collection-slugcollection_slugz7The collection slug (e.g., 'username/collection-slug').cCs.t|d}||}ttjt|dddS)zAGet info about a collection on the Hub. Output is in JSON format.r'indentN)rget_collectionprintjsondumpsr )r1r%r,r(rrrcollections_infoos r9create)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.cCsHt|d}|j|||||d}td|jttjt|dddS)z#Create a new collection on the Hub.r')r;r<r=r>r?zCollection created: r2r3N)rcreate_collectionr6urlr7r8r )r;r<r=r>r?r%r,r(rrrcollections_creates rBupdate)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').c CsJt|d}|j||||||d}td|jttjt|dddS)z*Update a collection's metadata on the Hub.r')r1r;r=rDr>rEzCollection updated: r2r3N)rupdate_collection_metadatar6rAr7r8r ) r1r;r=rDr>rEr%r,r(rrrcollections_updates !rGdeletez,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.cCs*t|d}|j||dtd|dS)z!Delete a collection from the Hub.r')rIzCollection deleted: N)rdelete_collectionr6)r1rIr%r,rrrcollections_deletes rKzadd-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_typez?The type of item (model, dataset, space, paper, or collection).notez2A note to attach to the item (max 500 characters).z?Do not raise an error if the item is already in the collection.cCsHt|d}|j|||j||d}td|ttjt|dddS)zAdd an item to a collection.r')r1rLrMrNr?zItem added to collection: r2r3N)radd_collection_itemr*r6r7r8r )r1rLrMrNr?r%r,r(rrrcollections_add_items rPz 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.cCs.t|d}|j||||dtd|dS)zUpdate an item in a collection.r')r1rQrNrDzItem updated in collection: N)rupdate_collection_itemr6)r1rQrNrDr%r,rrrcollections_update_items rSz 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.cCs,t|d}|j|||dtd|dS)z!Delete an item from a collection.r')r1rQrIzItem deleted from collection: N)rdelete_collection_itemr6)r1rQrIr%r,rrrcollections_delete_item5s rU)N)NNFFN)NNNNNN)FN)NFN)NNN)*__doc__enumr7typingrrrtyperhuggingface_hub.hf_apirr _cli_utilsrr r r r r rrr_COLLECTION_ITEM_TYPESEnumstrr_COLLECTION_SORT_OPTIONSrcollections_clicommandtableOptionr/Argumentr9boolrBintrGrKrPrSrUrrrrs ,      #         !        &