a
    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eeef ee e	dddZ
  ZS )NebiusTextGenerationTaskc                    s   t  jddd d S Nnebiushttps://api.studio.nebius.ai)providerbase_urlsuper__init__self	__class__ g/var/www/html/assistant/venv/lib/python3.9/site-packages/huggingface_hub/inference/_providers/nebius.pyr      s    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   bytesr   r   r   r   r'   __classcell__r   r   r   r   r      s   r   c                       s8   e Zd Z fddZeeeee d fddZ  Z	S )NebiusConversationalTaskc                    s   t  jddd d S r   r   r   r   r   r   r      s    z!NebiusConversationalTask.__init__inputs
parametersprovider_mapping_infor   c                    s^   t  |||}|d}t|trZ|ddkrZ|d}t|trZd|v rZ|d |d< |S )Nresponse_formattypeZjson_schemaZschemaZguided_json)r   _prepare_payload_as_dictr%   
isinstancedict)r   r/   r0   r1   payloadr2   Zjson_schema_detailsr   r   r   r4   !   s    

z1NebiusConversationalTask._prepare_payload_as_dict)
r(   r)   r*   r   r   r   r   r   r4   r,   r   r   r   r   r-      s   r-   c                       sf   e Zd Z fddZeeedddZeeee	e dddZ
deeef e	e ed
ddZ  ZS )NebiusTextToImageTaskc                    s   t  jdddd d S )Nztext-to-imager   r   taskr   r   r   r   r   r   r   r   .   s    zNebiusTextToImageTask.__init__mapped_modelapi_keyr   c                 C   s   dS )Nz/v1/images/generationsr   r   r<   r=   r   r   r   _prepare_route1   s    z$NebiusTextToImageTask._prepare_router.   c                 C   sJ   |j }t|}d|v r |d |ddvr6d|d< d|i|d|iS )NZguidance_scaler2   )b64_jsonurlr@   promptmodel)provider_idr   popr%   )r   r/   r0   r1   r<   r   r   r   r4   4   s    
z.NebiusTextToImageTask._prepare_payload_as_dictNr   c                 C   s   t |}t|d d d S )Ndatar   r@   )r   base64	b64decode)r   r   r   Zresponse_dictr   r   r   r'   @   s    z"NebiusTextToImageTask.get_response)Nr(   r)   r*   r   strr?   r   r   r   r   r4   r   r+   r   r'   r,   r   r   r   r   r8   -   s   r8   c                       sf   e Zd Z fddZeeedddZeeee	e dddZ
deeef e	e ed
ddZ  ZS )NebiusFeatureExtractionTaskc                    s   t  jdddd d S )Nzfeature-extractionr   r   r9   r   r   r   r   r   r   F   s    z$NebiusFeatureExtractionTask.__init__r;   c                 C   s   dS )Nz/v1/embeddingsr   r>   r   r   r   r?   I   s    z*NebiusFeatureExtractionTask._prepare_router.   c                 C   s   ||j dS )N)inputrC   )rD   )r   r/   r0   r1   r   r   r   r4   L   s    z4NebiusFeatureExtractionTask._prepare_payload_as_dictNr   c                 C   s   t |d }dd |D S )NrF   c                 S   s   g | ]}|d  qS )	embeddingr   ).0rM   r   r   r   
<listcomp>S       z<NebiusFeatureExtractionTask.get_response.<locals>.<listcomp>)r   )r   r   r   Z
embeddingsr   r   r   r'   Q   s    z(NebiusFeatureExtractionTask.get_response)NrI   r   r   r   r   rK   E   s   rK   )rG   typingr   r   r   r   Zhuggingface_hub.hf_apir   Z!huggingface_hub.inference._commonr   r   Z,huggingface_hub.inference._providers._commonr	   r
   r   r   r   r-   r8   rK   r   r   r   r   <module>   s   