o
    0i                     @   s   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	 d	e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 )    )AnyOptionalUnion)InferenceProviderMapping)RequestParameters_as_dict_as_url)TaskProviderHelperfilter_none)get_sessionZ	replicatezhttps://api.replicate.comc                	       s   e Zd Zdef fddZdededeeef f 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 )ReplicateTasktaskc                    s   t  jtt|d d S )N)providerbase_urlr   )super__init__	_PROVIDER	_BASE_URL)selfr   	__class__ h/home/kim/smarthome/.venv/lib/python3.10/site-packages/huggingface_hub/inference/_providers/replicate.pyr      s   zReplicateTask.__init__headersapi_keyreturnc                    s   t  ||}d|d< |S )NwaitZPrefer)r   _prepare_headers)r   r   r   r   r   r   r      s   zReplicateTask._prepare_headersmapped_modelc                 C   s   d|v rdS d| dS )N:z/v1/predictionsz/v1/models/z/predictionsr   )r   r   r   r   r   r   _prepare_route   s   zReplicateTask._prepare_routeinputs
parametersprovider_mapping_infoc                 C   s>   |j }dd|it|i}d|v r|ddd }||d< |S )Ninputpromptr      version)provider_idr
   split)r   r!   r"   r#   r   payloadr'   r   r   r   _prepare_payload_as_dict   s   z&ReplicateTask._prepare_payload_as_dictNresponserequest_paramsc                 C   s\   t |}|dd u rtd|d dt|d tr!|d n|d d }t |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   r,   r-   response_dictZ
output_urlr   r   r   get_response%   s    zReplicateTask.get_responseN)__name__
__module____qualname__r3   r   dictr   r   r    r   r   r+   r   bytesr   r6   __classcell__r   r   r   r   r      s    "
,
r   c                	       >   e Zd Z fddZdedededee f fddZ  Z	S )	ReplicateTextToImageTaskc                       t  d d S )Nztext-to-imager   r   r   r   r   r   r   3      z!ReplicateTextToImageTask.__init__r!   r"   r#   r   c                    s2   t  |||}|jd urd|j |d d< |S )Nzhttps://huggingface.co/r$   Zlora_weights)r   r+   Zadapter_weights_pathZhf_model_idr   r!   r"   r#   r*   r   r   r   r+   6   s   
z1ReplicateTextToImageTask._prepare_payload_as_dict
r8   r9   r:   r   r   r;   r   r   r+   r=   r   r   r   r   r?   2       r?   c                	       r>   )	ReplicateTextToSpeechTaskc                    r@   )Nztext-to-speechrA   rB   r   r   r   r   @   rC   z"ReplicateTextToSpeechTask.__init__r!   r"   r#   r   c                    s*   t  |||}|d d|d d< |S )Nr$   r%   text)r   r+   poprD   r   r   r   r+   C   s   z2ReplicateTextToSpeechTask._prepare_payload_as_dictrE   r   r   r   r   rG   ?   rF   rG   c                	       s`   e Zd Zd 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 )'ReplicateAutomaticSpeechRecognitionTaskr   Nc                    r@   )Nzautomatic-speech-recognitionrA   rB   r   r   r   r   L   rC   z0ReplicateAutomaticSpeechRecognitionTask.__init__r!   r"   r#   c                 C   sJ   |j }t|dd}di d|it|i}d|v r#|ddd |d< |S )Nz	audio/wavZdefault_mime_typer$   Zaudior   r&   r'   )r(   r   r
   r)   )r   r!   r"   r#   r   Z	audio_urlr*   r   r   r   r+   O   s   z@ReplicateAutomaticSpeechRecognitionTask._prepare_payload_as_dictr,   r-   c                 C   s   t |}|d}t|trd|iS t|tr-|r-|d }t|tr&d|iS t|tr-|}d }t|trc|d}t|tr@|}|d}t|trL|}|d}	t|	trct |	}
|
  |
j}|d urkd|iS t	d)Nr.   rH   r   transcriptiontranslationtxt_filezKReceived malformed response from Replicate automatic-speech-recognition API)
r   r0   r2   r3   listr;   r   raise_for_statusrH   
ValueError)r   r,   r-   r5   r.   Z
first_itemrH   rL   rM   rN   Ztext_responser   r   r   r6   d   s4   










z4ReplicateAutomaticSpeechRecognitionTask.get_response)r   Nr7   )r8   r9   r:   r   r   r;   r   r   r+   r   r<   r   r6   r=   r   r   r   r   rJ   K   s    
,rJ   c                	       s:   e Zd Z fddZdedededee fddZ  Z	S )	ReplicateImageToImageTaskc                    r@   )Nzimage-to-imagerA   rB   r   r   r   r      rC   z"ReplicateImageToImageTask.__init__r!   r"   r#   r   c                 C   sT   t |dd}d||g||gdt|i}|j}d|v r(|ddd }||d< |S )Nz
image/jpegrK   r$   )imageZimagesZinput_imageZinput_imagesr   r&   r'   )r   r
   r(   r)   )r   r!   r"   r#   Z	image_urlr*   r   r'   r   r   r   r+      s   
z2ReplicateImageToImageTask._prepare_payload_as_dictrE   r   r   r   r   rR      s    rR   N)typingr   r   r   Zhuggingface_hub.hf_apir   Z!huggingface_hub.inference._commonr   r   r   Z,huggingface_hub.inference._providers._commonr	   r
   Zhuggingface_hub.utilsr   r   r   r   r?   rG   rJ   rR   r   r   r   r   <module>   s    %=