o
     
j                     @   s   d dl 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)InferenceProviderMapping)RequestParameters_as_dict_as_url)TaskProviderHelperfilter_none)get_session	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dB fddZ
ddeeB dedB 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__ a/home/kuhnn/.local/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wait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_infoNc                 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_dict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_dict
output_urlr   r   r   get_response%   s    zReplicateTask.get_responseN)__name__
__module____qualname__r3   r   dictr   r   r    r   r+   bytesr   r7   __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dB 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   Nc                    s2   t  |||}|jd urd|j |d d< |S )Nzhttps://huggingface.co/r$   lora_weights)r   r+   adapter_weights_pathhf_model_idr   r!   r"   r#   r*   r   r   r   r+   6   s   
z1ReplicateTextToImageTask._prepare_payload_as_dict	r9   r:   r;   r   r   r<   r   r+   r>   r   r   r   r   r@   2       r@   c                	       r?   )
ReplicateTextToSpeechTaskc                    rA   )Nztext-to-speechrB   rC   r   r   r   r   @   rD   z"ReplicateTextToSpeechTask.__init__r!   r"   r#   r   Nc                    s*   t  |||}|d d|d d< |S )Nr$   r%   text)r   r+   poprH   r   r   r   r+   C   s   z2ReplicateTextToSpeechTask._prepare_payload_as_dictrI   r   r   r   r   rK   ?   rJ   rK   c                	       s\   e Zd Zd fddZdededededB fdd	Zdd
eeB de	dB defddZ
  ZS )'ReplicateAutomaticSpeechRecognitionTaskr   Nc                    rA   )Nzautomatic-speech-recognitionrB   rC   r   r   r   r   L   rD   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default_mime_typer$   audior   r&   r'   )r(   r   r   r)   )r   r!   r"   r#   r   	audio_urlr*   r   r   r   r+   O   s   z@ReplicateAutomaticSpeechRecognitionTask._prepare_payload_as_dictr,   r-   c                 C   s   t |}|d}t|trd|iS t|tr-|r-|d }t|tr&d|iS t|tr-|}d }t|trc|d}t|tr@|}|d}t|trL|}|d}	t|	trct |	}
|
  |
j}|d urkd|iS t	d)Nr.   rL   r   transcriptiontranslationtxt_filezKReceived malformed response from Replicate automatic-speech-recognition API)
r   r0   r2   r3   listr<   r	   raise_for_statusrL   
ValueError)r   r,   r-   r5   r.   
first_itemrL   rS   rT   rU   text_responser   r   r   r7   d   s4   










z4ReplicateAutomaticSpeechRecognitionTask.get_response)r   Nr8   )r9   r:   r;   r   r   r<   r   r+   r=   r   r7   r>   r   r   r   r   rN   K   s    
(rN   c                	       s:   e Zd Z fddZdededededB fdd	Z  ZS )
ReplicateImageToImageTaskc                    rA   )Nzimage-to-imagerB   rC   r   r   r   r      rD   z"ReplicateImageToImageTask.__init__r!   r"   r#   r   Nc                 C   sT   t |dd}d||g||gdt|i}|j}d|v r(|ddd }||d< |S )Nz
image/jpegrO   r$   )imageimagesinput_imageinput_imagesr   r&   r'   )r   r   r(   r)   )r   r!   r"   r#   	image_urlr*   r   r'   r   r   r   r+      s   
z2ReplicateImageToImageTask._prepare_payload_as_dictrI   r   r   r   r   r[      s    r[   N)typingr   huggingface_hub.hf_apir   !huggingface_hub.inference._commonr   r   r   ,huggingface_hub.inference._providers._commonr   r   huggingface_hub.utilsr	   r   r   r   r@   rK   rN   r[   r   r   r   r   <module>   s    %=