
    5pj)                        S r SSKrSSKJrJr  SSKrSSKJr  SSKJ	r	J
r
Jr  SSKJrJr  SSKJr  SS	KJrJrJrJrJrJrJrJrJrJr  SS
KJr  SSKJrJ r   SSK!J"r"J#r#  \$" \" \5      5      r%\" \5      r&\RN                  " S\& V s0 s H  o U _M     sn \(S9r)\\(S-  \ " SSRU                  \%5       S3\" \%5      S94   r+\" SS9r,\,R[                  S/ SQS9SSSSS\SSSSSS4S\\(S-  \" SS94   S\S\S\S\\)S-  \ " SS94   S \S!\+S"\\.\ " S#S$S%S94   S&\\.\ " S'S(S94   S)\\.\ " S*S+S,S94   S-\S.\S/S4S0 jj5       r/\,R[                  S1/ S2QS9  SQS3\\(\" S4S94   S \S.\S/S4S5 jj5       r0\,R[                  S6S7S8/S9   SRS3\\(\" S9S94   S-\S!\+S.\S/S4
S: jj5       r1\,R[                  S;/ S<QS9   SRS3\\(\" S9S94   S=\\(S-  \ " S>S?S94   S@\\(S-  \ " SAS94   S.\S/S4
SB jj5       r2\,R[                  SCSDSE/S9 SSSC\\(\" SFS94   S.\S/S4SG jj5       r3\,R[                  SH/ SIQS9   STS3\\(\" S9S94   SJ\\.\ " SKSLS94   SM\\.\ " SNSOS94   S.\S/S4
SP jj5       r4gs  sn f )UzDContains commands to interact with datasets on the Hugging Face Hub.    N)	Annotatedget_args)execute_raw_sql_query)CLIErrorRepositoryNotFoundErrorRevisionNotFoundError)DatasetSort_TExpandDatasetProperty_T)DatasetCard   )
REPO_LIST_DEFAULT_LIMIT	AuthorOpt	FilterOptLimitOptRevisionOpt	SearchOptTokenOpt
get_hf_apimake_expand_properties_parsertyper_factory)list_repo_files_cmd)ArgumentOption)_dataclass_to_dictoutDatasetSortEnum)typezComma-separated properties to return. When used, only the listed properties (and id) are returned. Example: '--expand=downloads,likes,tags'. Valid: z, .)helpcallbackz"Interact with datasets on the Hub.)r   z	list | ls)zhf datasets lsz*hf datasets ls --sort downloads --limit 10zhf datasets ls --search "code"z*hf datasets ls --filter benchmark:officialz$hf datasets ls HuggingFaceFW/finewebz'hf datasets ls HuggingFaceFW/fineweb -Rz.hf datasets ls HuggingFaceFW/fineweb --tree -h)examplesFrepo_idzVDataset ID (e.g. `username/repo-name`) to list files from. If omitted, lists datasets.searchauthorfiltersortzSort results.limitexpandhuman_readablez--human-readablez-hz=Show sizes in human readable format (only for listing files).as_treez--treez3List files in tree format (only for listing files).	recursivez--recursivez-Rz0List files recursively (only for listing files).revisiontokenreturnc           
         U b  Ub  [         R                  " S5      eUb  [         R                  " S5      eUb  [         R                  " S5      eUb  [         R                  " S5      eU[        :w  a  [         R                  " S5      eUb  [         R                  " S5      e[        U SUUU	U
US	9$ U(       a  [         R                  " S
5      eU	(       a  [         R                  " S5      eU(       a  [         R                  " S5      eU
b  [         R                  " S5      e[	        US9nU(       a  UR
                  OSnUR                  UUUUUUS9 Vs/ s H  n[        U5      PM     nn[        R                  " U5        gs  snf )zList datasets on the Hub, or files in a dataset repo.

When called with no argument, lists datasets on the Hub.
When called with a dataset ID, lists files in that dataset repo.
Nz'Cannot use --search when listing files.z'Cannot use --author when listing files.z'Cannot use --filter when listing files.z%Cannot use --sort when listing files.z&Cannot use --limit when listing files.z'Cannot use --expand when listing files.dataset)r"   	repo_typer)   r*   r+   r,   r-   z(Cannot use --tree when listing datasets.z-Cannot use --recursive when listing datasets.z2Cannot use --human-readable when listing datasets.z,Cannot use --revision when listing datasets.r-   )r%   r$   r#   r&   r'   r(   )
clickBadParameterr   r   r   valuelist_datasetsr   r   table)r"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   apisort_keydataset_inforesultss                   X/var/www/html/pdf-tiff/venv/lib/python3.13/site-packages/huggingface_hub/cli/datasets.pydatasets_lsr=   <   s   \ $$%NOO$$%NOO$$%NOO$$%LMM++$$%MNN$$%NOO")
 	
   !KLL  !PQQ  !UVV  !OPP
5
!C!tzztH  -- . 


L 	<(
  
 IIg
s   Fleaderboard)z4hf datasets leaderboard SWE-bench/SWE-bench_VerifiedzLhf datasets leaderboard SWE-bench/SWE-bench_Verified --limit 5 --format jsonzIhf datasets ls --filter benchmark:official  # list available leaderboards
dataset_idz?The benchmark dataset ID (e.g. `SWE-bench/SWE-bench_Verified`).c                 4   [        US9nUR                  U S9nUSU  Vs/ s H  n[        U5      PM     nn[        R                  " U/ SQSS9  [        R
                  " S5        U(       a(  [        R
                  " SUS	   R                   S
35        ggs  snf )zList model scores from a dataset leaderboard. This command helps find the best models for a task or compare models by benchmark scores. Use 'hf datasets ls --filter benchmark:official' to list available leaderboards.r2   )r"   N)rankmodel_idr5   sourcerB   headersid_keyzPUse 'hf datasets ls --filter benchmark:official' to list available leaderboards.zUse 'hf models info r   z' to get details about a model.)r   get_dataset_leaderboardr   r   r7   hintrB   )r?   r'   r-   r8   r>   entryr;   s          r<   datasets_leaderboardrJ      s     5
!C--j-AK6A&56IJ6IU!%(6IGJII7
 HH_`'A(?(?'@@_`a  Ks   Binfoz&hf datasets info HuggingFaceFW/finewebz9hf datasets info my-dataset --expand downloads,likes,tagsz+The dataset ID (e.g. `username/repo-name`).c                     [        US9n UR                  XUS9n[
        R                  " U5        g! [         a  n[        SU  S35      UeSnAf[         a  n[        SU SU  S35      UeSnAff = f)	z$Get info about a dataset on the Hub.r2   )r"   r,   r(   z	Dataset 'z' not found.Nz
Revision 'z' not found on 'z'.)r   r:   r   r   r   r   dict)r?   r,   r(   r-   r8   rK   es          r<   datasets_inforO      s     5
!CU
fU
 HHTN	 # D:,l;<!C  UH:-=j\LMSTTUs    2 
A1AA1A,,A1parquet)z(hf datasets parquet cfahlgren1/hub-statsz8hf datasets parquet cfahlgren1/hub-stats --subset modelsz6hf datasets parquet cfahlgren1/hub-stats --split trainz6hf datasets parquet cfahlgren1/hub-stats --format jsonsubsetz--subsetz(Filter parquet entries by subset/config.splitz Filter parquet entries by split.c                 @   [        US9nUR                  XS9nU Vs/ s H  obb  UR                  U:X  d  M  UPM     nnU Vs/ s H1  ofR                  UR                  UR                  UR
                  S.PM3     nn[        R                  " U/ SQSS9  gs  snf s  snf )z/List parquet file URLs available for a dataset.r2   )r"   configN)rQ   rR   urlsizerU   rD   )r   list_dataset_parquet_filesrR   rT   rU   rV   r   r7   )	r?   rQ   rR   r-   r8   entriesrI   filteredr;   s	            r<   datasets_parquetrZ      s      5
!C,,Z,OG#*T7%mu{{e?S7HTjrjraf<<%++eiiQVQ[Q[\jr   IIgA%P	 Us   BB8Bsqlzhf datasets sql "SELECT COUNT(*) AS rows FROM read_parquet('https://huggingface.co/api/datasets/cfahlgren1/hub-stats/parquet/models/train/0.parquet')"zhf datasets sql "SELECT * FROM read_parquet('https://huggingface.co/api/datasets/cfahlgren1/hub-stats/parquet/models/train/0.parquet') LIMIT 5" --format jsonzRaw SQL query to execute.c                      [        XS9n[        R
                  " U5        g! [         a  n[        [        U5      5      UeSnAff = f)zAExecute a raw SQL query with DuckDB against dataset parquet URLs.)	sql_queryr-   N)r   ImportErrorr   strr   r7   )r[   r-   resultrN   s       r<   datasets_sqlra      sB    &&B IIf  &s1vA%&s   	" 
AAAcard)z&hf datasets card HuggingFaceFW/finewebz1hf datasets card HuggingFaceFW/fineweb --metadataz?hf datasets card HuggingFaceFW/fineweb --metadata --format jsonz-hf datasets card HuggingFaceFW/fineweb --textmetadataz
--metadataz'Output only the metadata from the card.textz--textz(Output only the text body (no metadata).c                    U(       a  U(       a  [        S5      e[        R                  " XS9nU(       a/  [        R                  " UR
                  R                  5       5        gU(       a!  [        R                  " UR                  5        g[        R                  " UR                  5        [        R                  " SU  S35        g)z7Get the dataset card (README) for a dataset on the Hub.z---metadata and --text are mutually exclusive.r2   zUse `hf datasets card z/ --metadata` to extract only the card metadata.N)
r   r   loadr   rM   datato_dictrd   contentrH   )r?   rc   rd   r-   rb   s        r<   datasets_cardrj      s{      DFGGJ4D""$%	)*5def    )   N)NNN)N)FFN)5__doc__enumtypingr   r   r3   huggingface_hub._dataset_viewerr   huggingface_hub.errorsr   r   r   huggingface_hub.hf_apir	   r
   huggingface_hub.repocardr   
_cli_utilsr   r   r   r   r   r   r   r   r   r   _file_listingr   
_frameworkr   r   _outputr   r   sorted_EXPAND_PROPERTIES_SORT_OPTIONSEnumr_   r   join	ExpandOptdatasets_clicommandboolr=   rJ   rO   rZ   ra   rj   )ss   0r<   <module>r      s   K  &  A [ [ I 0   / ( , H%<=> '))-m/Lm1m/LSVW $J
 d  ei  en  en  oA  eB  dC  CD  E./AB	 "FG     	 	- 	 	 	 7Od
no	qO
 O O O $O$	&O O O !4.mn	pO$ xST	V%O, }d)[\	^-O4 5O6 7O8 
9OOd    b#x-noopbb b 
	bb& 
0C   !	#x-Z[[\  	
 
"    jnTX	Q#x-Z[[\QcDj&:d"eefQ S4Z-O!PPQQ 	Q
 
QQ  	 	c 	j   		3&ABB	C		 
		 
   gl_d	g#x-Z[[\gf\8abbcg D&0Z[[
\g 	g
 
ggk 0Ms   I
