o
    h                     @   s   d dl Z d dlmZmZmZmZ d dlmZ d dlm	Z	m
Z
 d dlmZmZmZmZ G dd deZG dd	 d	eZG d
d deZG dd deZdS )    N)AnyDictOptionalUnion)InferenceProviderMapping)RequestParameters_as_dict)BaseConversationalTaskBaseTextGenerationTaskTaskProviderHelperfilter_nonec                       s@   e Zd Z fddZd	deeef dee de	fddZ
  ZS )
NebiusTextGenerationTaskc                       t  jddd d S Nnebiushttps://api.studio.nebius.ai)providerbase_urlsuper__init__self	__class__ a/var/www/html/ai/venv/lib/python3.10/site-packages/huggingface_hub/inference/_providers/nebius.pyr         z!NebiusTextGenerationTask.__init__Nresponserequest_paramsreturnc                 C   s0   t |d d }|d |d|dddS )Nchoicesr   textfinish_reasonseed)r#   r$   )generated_textdetails)r   get)r   r   r   outputr   r   r   get_response   s   z%NebiusTextGenerationTask.get_responseN)__name__
__module____qualname__r   r   bytesr   r   r   r   r)   __classcell__r   r   r   r   r      s    ,r   c                	       s>   e Zd Z fddZdedededee f fddZ  Z	S )	NebiusConversationalTaskc                    r   r   r   r   r   r   r   r      r   z!NebiusConversationalTask.__init__inputs
parametersprovider_mapping_infor    c                    s^   t  |||}|d}t|tr-|ddkr-|d}t|tr-d|v r-|d |d< |S )Nresponse_formattypejson_schemaschemaguided_json)r   _prepare_payload_as_dictr'   
isinstancedict)r   r1   r2   r3   payloadr4   json_schema_detailsr   r   r   r9   !   s   

z1NebiusConversationalTask._prepare_payload_as_dict)
r+   r,   r-   r   r   r   r   r   r9   r/   r   r   r   r   r0      s    r0   c                	       t   e Zd Z fddZdededefddZded	ed
ede	e fddZ
ddeeef de	e defddZ  ZS )NebiusTextToImageTaskc                       t  jdddd d S )Nztext-to-imager   r   taskr   r   r   r   r   r   r   r   .      zNebiusTextToImageTask.__init__mapped_modelapi_keyr    c                 C      dS )Nz/v1/images/generationsr   r   rD   rE   r   r   r   _prepare_route1      z$NebiusTextToImageTask._prepare_router1   r2   r3   c                 C   sJ   |j }t|}d|v r|d |ddvrd|d< d|i|d|iS )Nguidance_scaler4   )b64_jsonurlrK   promptmodel)provider_idr   popr'   )r   r1   r2   r3   rD   r   r   r   r9   4   s   
z.NebiusTextToImageTask._prepare_payload_as_dictNr   r   c                 C   s   t |}t|d d d S )Ndatar   rK   )r   base64	b64decode)r   r   r   response_dictr   r   r   r)   @   s   z"NebiusTextToImageTask.get_responser*   r+   r,   r-   r   strrH   r   r   r   r   r9   r   r.   r   r)   r/   r   r   r   r   r?   -   s    
,r?   c                	       r>   )NebiusFeatureExtractionTaskc                    r@   )Nzfeature-extractionr   r   rA   r   r   r   r   r   r   F   rC   z$NebiusFeatureExtractionTask.__init__rD   rE   r    c                 C   rF   )Nz/v1/embeddingsr   rG   r   r   r   rH   I   rI   z*NebiusFeatureExtractionTask._prepare_router1   r2   r3   c                 C   s   ||j dS )N)inputrN   )rO   )r   r1   r2   r3   r   r   r   r9   L   s   z4NebiusFeatureExtractionTask._prepare_payload_as_dictNr   r   c                 C   s   t |d }dd |D S )NrQ   c                 S   s   g | ]}|d  qS )	embeddingr   ).0rY   r   r   r   
<listcomp>S   s    z<NebiusFeatureExtractionTask.get_response.<locals>.<listcomp>)r   )r   r   r   
embeddingsr   r   r   r)   Q   s   z(NebiusFeatureExtractionTask.get_responser*   rU   r   r   r   r   rW   E   s    
,rW   )rR   typingr   r   r   r   huggingface_hub.hf_apir   !huggingface_hub.inference._commonr   r   ,huggingface_hub.inference._providers._commonr	   r
   r   r   r   r0   r?   rW   r   r   r   r   <module>   s    