i(dZddlmZddlZddlmZmZmZmZddl Z ddl m Z ddl Z ddl mZddlmZddlmZdd lmZmZmZmZdd lmZd d lmZd d lmZerddlm Z neZ Gdde Z!GddeZ"y)zW Bedrock Image Edit Handler Handles image edit requests for Bedrock stability models. ) annotationsN) TYPE_CHECKINGAnyOptionalUnion) BaseModel)verbose_logger)Logging)BedrockStabilityImageEditConfig)AsyncHTTPHandler HTTPHandler_get_httpx_clientget_async_httpx_client) ImageResponse) BaseAWSLLM) BedrockError)AWSPreparedRequestc:eZdZUdZded<ded<ded<ded <y ) BedrockImageEditPreparedRequestzP Internal/Helper class for preparing the request for bedrock image edit str endpoint_urlrpreppedbytesbodydictdataN)__name__ __module__ __qualname____doc____annotations__x/Users/manta/Documents/Projects/TheRoad-I1/.venv/lib/python3.12/site-packages/litellm/llms/bedrock/image_edit/handler.pyrr&s  K Jr$rceZdZdZed dZ d d dZ d d dZ ddZ ddZ ddZ y)BedrockImageEditz$ Bedrock Image Edit handler cTtj|rtStd|)Nz*Unsupported model for bedrock image edit: )r _is_stability_edit_model ValueError)clsmodels r%get_config_classz!BedrockImageEdit.get_config_class6s) * C CE J2 2I%QR Rr$Nc |j||||| | || } |dur1|j| |||||| t| tr| SdS| t| ts t } | j | j| jj| j}|j|j'|||||| j(}|S#tj$r<}|jj}t!||jj"d}~wtj$$rt!ddwxYw) N)r,imagepromptoptional_paramsapi_base extra_headers logging_objapi_keyT)prepared_requesttimeoutr,r4r0model_responseclienturlheadersr status_codemessageTimeout error occurred.)r8r,r4r0responser)_prepare_requestasync_image_edit isinstancer r rpostrrr<rraise_for_statushttpxHTTPStatusErrorrBr>rtextTimeoutException+_transform_response_dict_to_openai_responser)selfr,r/r0r8r1r4r7 aimage_editr2r3r9r5r6rBerr error_codes r% image_editzBedrockImageEdit.image_edit=s 00+'#1   $ ((!1'-)jAQ.R)  )   >FK!@&(F S{{'7'D'DN^NfNfNnNnvFvKvK{LH  % % 'II)#!&& J $$ R11J:s||?P?PQ Q%% S38QR R Ss,A CE .7D%%$E c6K|xs'ttjjd|i} |j |j |j j|jd{} | j|j#|||| |j$|}|S77#tj$r<} | jj} t| | jjd} ~ wtj $rtddwxYww) z= Asynchronous handler for bedrock image edit r7) llm_providerparamsr:Nr=r@rA)r,r4r0rBrr8)rlitellm LlmProvidersBEDROCKrFrrr<rrGrHrIrBr>rrJrKrLr) rMr6r7r,r4r0r8r9 async_clientrBrOrPs r%rDz!BedrockImageEdit.async_image_edit|s" !7 --55w'"  S)..3C3P3PZjZrZrZzZzBRBWBW.XXH  % % 'II#!&&) J #X$$ R11J:s||?P?PQ Q%% S38QR R Ss:,D?B(.B&/B(#D&B((D;7C22$DDc |j||} |j|} |j|| |} |j|| j| j \} } | d| d} |j ||||}tj|jd}ddi}|ddi|}|j| j| j || ||| }|j|d || |jd  t| ||| S)a Prepare the request body, headers, and endpoint URL for the Bedrock Image Edit API Args: model (str): The model to use for the image edit image (list): The images to edit prompt (Optional[str]): The prompt for the edit optional_params (dict): The optional parameters for the image edit api_base (Optional[str]): The base URL for the Bedrock API extra_headers (Optional[dict]): The extra headers to include in the request logging_obj (LitellmLogging): The logging object to use for logging api_key (Optional[str]): The API key to use Returns: BedrockImageEditPreparedRequest: The prepared request object )r,providerr1)r2aws_bedrock_runtime_endpointaws_region_namez/model/z/invoke)r,r/r0r1zutf-8z Content-Typezapplication/json) credentialsr\r3rrr<r5)complete_input_dictr2r<)inputr5additional_args)rrrr)*_get_boto_credentials_from_optional_paramsget_bedrock_invoke_providerget_bedrock_model_idget_runtime_endpointr[r\_get_request_bodyjsondumpsencodeget_request_headersr]pre_callr<r)rMr,r/r0r1r2r3r4r5boto3_credentials_infobedrock_providermodelId_proxy_endpoint_urlrrr<rs r%rCz!BedrockImageEdit._prepare_requestsn6"&!P!P U"   ;;EB++%+,  !% 9 9)?)\)\2BB!:!   !3377)7K%%+ & zz$&&w/!#56  $%'9K]KG**.::2BB'++  '+."??  /+   r$c|j|}|}|j|||r|dnd|ii\}}t|S)z Get the request body for the Bedrock Image Edit API Checks the model/provider and transforms the request body accordingly Returns: dict: The request body to use for the Bedrock Image Edit API r,rN)r,r0r/"image_edit_optional_request_paramslitellm_paramsr<)r-transform_image_edit_requestr) rMr,r/r0r1 config_classconfig_instance request_bodyros r%rfz"BedrockImageEdit._get_request_bodys_,,5,9 &.)FF#%(/> G  aL!!r$c |!|j|d|jd|itjd|j|j }| t d|j |}|} | j|||}|S)zR Transforms the Image Edit response from Bedrock to OpenAI format r^r_)r`r5original_responserazraw model_response: %sz)Error in response object format, got Nonerr)r, raw_responser4) post_callrJr debugrgr*r-transform_image_edit_response) rMr8r,r4r0rBr response_dictrvrws r%rLzrsg # 66 +P .%'6iDzDr$