o
    i                     @   s   d dl Z d dl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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__ q/var/www/html/karishye-ai-python/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   bytesdictr   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&   
isinstancer.   )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   rC   rD   r   r   r   _prepare_route1      z$NebiusTextToImageTask._prepare_router1   r2   r3   c                 C   sJ   |j }t|}d|v r|d |ddvrd|d< d|i|d|iS )Nguidance_scaler4   )b64_jsonurlrJ   promptmodel)provider_idr   popr&   )r   r1   r2   r3   rC   r   r   r   r9   4   s   
z.NebiusTextToImageTask._prepare_payload_as_dictNr   r   c                 C   s   t |}t|d d d S )Ndatar   rJ   )r   base64	b64decode)r   r   r   response_dictr   r   r   r(   @   s   z"NebiusTextToImageTask.get_responser)   r*   r+   r,   r   strrG   r   r.   r   r   r9   r   r-   r   r(   r/   r   r   r   r   r>   -   s    
,r>   c                	       r=   )NebiusFeatureExtractionTaskc                    r?   )Nzfeature-extractionr   r   r@   r   r   r   r   r   r   F   rB   z$NebiusFeatureExtractionTask.__init__rC   rD   r   c                 C   rE   )Nz/v1/embeddingsr   rF   r   r   r   rG   I   rH   z*NebiusFeatureExtractionTask._prepare_router1   r2   r3   c                 C   s   ||j dS )N)inputrM   )rN   )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 )NrP   c                 S   s   g | ]}|d  qS )	embeddingr   ).0rX   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)   rT   r   r   r   r   rV   E   s    
,rV   )rQ   typingr   r   r   huggingface_hub.hf_apir   !huggingface_hub.inference._commonr   r   ,huggingface_hub.inference._providers._commonr   r	   r
   r   r   r0   r>   rV   r   r   r   r   <module>   s    