
    qi                         d dl mZmZmZ d dlmZ d dlmZmZm	Z	 d dl
mZmZ d dlmZ dZdZ G d d	e      Z G d
 de      Z G d de      Z G d de      Z G d de      Zy)    )AnyOptionalUnion)InferenceProviderMapping)RequestParameters_as_dict_as_url)TaskProviderHelperfilter_none)get_session	replicatezhttps://api.replicate.comc            	            e Zd Zdef fdZdededeeef   f fdZdededefdZd	ed
ede	de
e   fdZddeeef   de
e   defdZ xZS )ReplicateTasktaskc                 :    t         |   t        t        |       y )N)providerbase_urlr   )super__init__	_PROVIDER	_BASE_URL)selfr   	__class__s     `/opt/pipecat/venv/lib/python3.12/site-packages/huggingface_hub/inference/_providers/replicate.pyr   zReplicateTask.__init__   s    )idK    headersapi_keyreturnc                 2    t         |   ||      }d|d<   |S )NwaitPrefer)r   _prepare_headers)r   r   r   r   s      r   r"   zReplicateTask._prepare_headers   s#    '*7G<"r   mapped_modelc                     d|v ryd| dS )N:z/v1/predictionsz/v1/models/z/predictions )r   r#   r   s      r   _prepare_routezReplicateTask._prepare_route   s    ,$\N,77r   inputs
parametersprovider_mapping_infoc                 |    |j                   }dd|it        |      i}d|v r|j                  dd      d   }||d<   |S )Ninputpromptr%      version)provider_idr   split)r   r(   r)   r*   r#   payloadr/   s          r   _prepare_payload_as_dictz&ReplicateTask._prepare_payload_as_dict   sV     -88#*Xv,YZAX,Y"Z,"((a03G!(GIr   responserequest_paramsc                     t        |      }|j                  d      t        d|j                  d       d      t        |d   t              r|d   n|d   d   }t               j                  |      j                  S )NoutputzLInference request timed out after 60 seconds. No output generated for model modelzHThe model might be in cold state or starting up. Please try again later.r   )r   getTimeoutError
isinstancestrr   content)r   r4   r5   response_dict
output_urls        r   get_responsezReplicateTask.get_response%   s     *X&.^_l_p_pqx_y^zZ[ 
 (2-2I3'OM(#UbckUlmnUo 	 }  ,444r   N)__name__
__module____qualname__r<   r   dictr   r"   r'   r   r   r3   r   bytesr   r@   __classcell__r   s   @r   r   r      s    LS L s tCH~ 
83 8 8 8
'+D\	$
5U5$;%7 
5RcId 
5ps 
5r   r   c            	       @     e Zd Z fdZdedededee   f fdZ xZ	S )ReplicateTextToImageTaskc                 $    t         |   d       y )Nztext-to-imager   r   r   r   s    r   r   z!ReplicateTextToImageTask.__init__3   s    )r   r(   r)   r*   r   c                 l    t         |   |||      }|j                  d|j                   |d   d<   |S )Nzhttps://huggingface.co/r,   lora_weights)r   r3   adapter_weights_pathhf_model_idr   r(   r)   r*   r2   r   s        r   r3   z1ReplicateTextToImageTask._prepare_payload_as_dict6   sH     8Mbc 55A1HI^IjIjHk/lGG^,r   
rB   rC   rD   r   r   rE   r   r   r3   rG   rH   s   @r   rJ   rJ   2   s6    *'+D\	$ r   rJ   c            	       @     e Zd Z fdZdedededee   f fdZ xZ	S )ReplicateTextToSpeechTaskc                 $    t         |   d       y )Nztext-to-speechrL   rM   s    r   r   z"ReplicateTextToSpeechTask.__init__@       )*r   r(   r)   r*   r   c                 ^    t         |   |||      }|d   j                  d      |d   d<   |S )Nr,   r-   text)r   r3   poprR   s        r   r3   z2ReplicateTextToSpeechTask._prepare_payload_as_dictC   s=     8Mbc#*7#3#7#7#A r   rS   rH   s   @r   rU   rU   ?   s6    +'+D\	$ r   rU   c            	       d     e Zd Zd
 fdZdedededee   fdZdde	e
ef   dee   defd	Z xZS )'ReplicateAutomaticSpeechRecognitionTaskr   c                 $    t         |   d       y )Nzautomatic-speech-recognitionrL   rM   s    r   r   z0ReplicateAutomaticSpeechRecognitionTask.__init__L   s    78r   r(   r)   r*   c                     |j                   }t        |d      }di d|it        |      i}d|v r|j                  dd      d   |d<   |S )Nz	audio/wavdefault_mime_typer,   audior%   r.   r/   )r0   r	   r   r1   )r   r(   r)   r*   r#   	audio_urlr2   s          r   r3   z@ReplicateAutomaticSpeechRecognitionTask._prepare_payload_as_dictO   sq     -88FkB	  I&j)#
 ,!-!3!3C!;A!>GIr   r4   r5   c                 Z   t        |      }|j                  d      }t        |t              rd|iS t        |t              r-|r+|d   }t        |t              rd|iS t        |t
              r|}d }t        |t
              r|j                  d      }t        |t              r|}|j                  d      }t        |t              r|}|j                  d      }	t        |	t              r5t               j                  |	      }
|
j                          |
j                  }|d|iS t        d      )Nr7   rY   r   transcriptiontranslationtxt_filezKReceived malformed response from Replicate automatic-speech-recognition API)
r   r9   r;   r<   listrE   r   raise_for_statusrY   
ValueError)r   r4   r5   r>   r7   
first_itemrY   rd   re   rf   text_responses              r   r@   z4ReplicateAutomaticSpeechRecognitionTask.get_responsed   s    *""8,fc"F##fd#J*c*
++*d+#"fd#"JJ7M--$ **]3K+s+"zz*-H(C( + 1 1( ;..0$))D>!fggr   )r   NrA   )rB   rC   rD   r   r   rE   r   r   r3   r   rF   r   r@   rG   rH   s   @r   r\   r\   K   se    9   8	
 
$*!hU5$;%7 !hRcId !hps !hr   r\   c            	       <     e Zd Z fdZdedededee   fdZ xZ	S )ReplicateImageToImageTaskc                 $    t         |   d       y )Nzimage-to-imagerL   rM   s    r   r   z"ReplicateImageToImageTask.__init__   rW   r   r(   r)   r*   r   c                     t        |d      }d||g||gdt        |      i}|j                  }d|v r|j                  dd      d   }||d<   |S )Nz
image/jpegr_   r,   )imageimagesinput_imageinput_imagesr%   r.   r/   )r	   r   r0   r1   )r   r(   r)   r*   	image_urlr2   r#   r/   s           r   r3   z2ReplicateImageToImageTask._prepare_payload_as_dict   s{     FlC	 "$+(!*	
 j)#
 -88,"((a03G!(GIr   rS   rH   s   @r   rm   rm      s1    +'+D\	$r   rm   N)typingr   r   r   huggingface_hub.hf_apir   !huggingface_hub.inference._commonr   r   r	   ,huggingface_hub.inference._providers._commonr
   r   huggingface_hub.utilsr   r   r   r   rJ   rU   r\   rm   r&   r   r   <module>rz      sg    ' ' ; R R X - 	'	"5& "5J
} 
	 	:hm :hz r   