o
    0i                     @   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__ e/home/kim/smarthome/.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#   )Z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typeZjson_schemaZschemaZguided_json)r   _prepare_payload_as_dictr%   
isinstancer-   )r   r0   r1   r2   payloadr3   Zjson_schema_detailsr   r   r   r5   !   s   

z1NebiusConversationalTask._prepare_payload_as_dict)
r)   r*   r+   r   r   r-   r   r   r5   r.   r   r   r   r   r/      s    r/   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   r>   r?   r   r   r   _prepare_route1      z$NebiusTextToImageTask._prepare_router0   r1   r2   c                 C   sJ   |j }t|}d|v r|d |ddvrd|d< d|i|d|iS )NZguidance_scaler3   )b64_jsonurlrD   promptmodel)provider_idr   popr%   )r   r0   r1   r2   r>   r   r   r   r5   4   s   
z.NebiusTextToImageTask._prepare_payload_as_dictNr   r   c                 C   s   t |}t|d d d S )Ndatar   rD   )r   base64	b64decode)r   r   r   Zresponse_dictr   r   r   r'   @   s   z"NebiusTextToImageTask.get_responser(   r)   r*   r+   r   strrB   r   r-   r   r   r5   r   r,   r   r'   r.   r   r   r   r   r9   -   s    
,r9   c                	       r8   )NebiusFeatureExtractionTaskc                    r:   )Nzfeature-extractionr   r   r;   r   r   r   r   r   r   F   r=   z$NebiusFeatureExtractionTask.__init__r>   r?   r   c                 C   r@   )Nz/v1/embeddingsr   rA   r   r   r   rB   I   rC   z*NebiusFeatureExtractionTask._prepare_router0   r1   r2   c                 C   s   ||j dS )N)inputrG   )rH   )r   r0   r1   r2   r   r   r   r5   L   s   z4NebiusFeatureExtractionTask._prepare_payload_as_dictNr   r   c                 C   s   t |d }dd |D S )NrJ   c                 S   s   g | ]}|d  qS )	embeddingr   ).0rQ   r   r   r   
<listcomp>S   s    z<NebiusFeatureExtractionTask.get_response.<locals>.<listcomp>)r   )r   r   r   Z
embeddingsr   r   r   r'   Q   s   z(NebiusFeatureExtractionTask.get_responser(   rM   r   r   r   r   rO   E   s    
,rO   )rK   typingr   r   r   Zhuggingface_hub.hf_apir   Z!huggingface_hub.inference._commonr   r   Z,huggingface_hub.inference._providers._commonr   r	   r
   r   r   r/   r9   rO   r   r   r   r   <module>   s    