uPj*dZddlmZddlZddlmZmZmZddlZddl m Z ddl Z ddl m Z ddlmZddlmZdd lmZdd lmZmZmZmZdd lmZd d lmZd dlmZerddl m!Z!neZ!Gdde Z"GddeZ#y)zW Bedrock Image Edit Handler Handles image edit requests for Bedrock stability models. ) annotationsN) TYPE_CHECKINGAnyFinal) BaseModel)verbose_logger)Logging)&BedrockAmazonNovaCanvasImageEditConfig)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__l/home/oem/CyberBrain26-unified/.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 ctj|rtStj|rtSt d|d)Nz&Unsupported Bedrock image-edit model: zk. Use a stability.* image-edit model id or add supports_nova_canvas_image_edit in model_prices for this id.)r _is_stability_edit_modelr _is_nova_canvas_image_edit_model ValueError)clsmodels r%get_config_classz!BedrockImageEdit.get_config_class9sI * C CE J2 2 1 R RSX Y9 94UI>+ +  r$Nc |j||||| | || } |dur1|j| |||||| t| tr| SdS| t| ts t } | j | j| jj| j}|j|j'|||||| j(}|S#tj$r<}|jj}t!||jj"d}~wtj$$rt!ddwxYw) N)r-imagepromptoptional_paramsapi_base extra_headers logging_objapi_keyT)prepared_requesttimeoutr-r5r1model_responseclienturlheadersr status_codemessageTimeout error occurred.)r9r-r5r1responser)_prepare_requestasync_image_edit isinstancer r rpostrrr=rraise_for_statushttpxHTTPStatusErrorrCr?rtextTimeoutException+_transform_response_dict_to_openai_responser)selfr-r0r1r9r2r5r8 aimage_editr3r4r:r6r7rCerr error_codes r% image_editzBedrockImageEdit.image_editEs#'"7"7+'##8 #  $ ((!1'-"("4FL\9]) dh)  >FK!@&(F S$kk$11(0088%***H  % % 'II)#!&& J $$ R # 8 8J: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 r8) llm_providerparamsr;Nr>rArB)r-r5r1rCrr9)rlitellm LlmProvidersBEDROCKrGrrr=rrHrIrJrCr?rrKrLrMr) rNr7r8r-r5r1r9r: async_clientrCrPrQs r%rEz!BedrockImageEdit.async_image_edits% (> --55w') S$0$5$5$11(0088%**%6%H  % % 'II#!&&) J + $$ R # 8 8J: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-providerr2)r3aws_bedrock_runtime_endpointaws_region_namez/model/z/invoke)r-r0r1r2zutf-8z Content-Typezapplication/json) credentialsr]r4rrr=r6)complete_input_dictr3r=)inputr6additional_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)rNr-r0r1r2r3r4r5r6boto3_credentials_infobedrock_providermodelId_proxy_endpoint_urlrrr=rs r%rDz!BedrockImageEdit._prepare_requestsm6)-(W(WXgin(o#'"B"B5"I22%+3  !% 9 9)?)\)\2BB!:!   !3377)7K,,+ - jj&--g6!#56  $%'9K]KG11.::2BB'+2  '+."??  /+   r$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-r1r0"image_edit_optional_request_paramslitellm_paramsr=)r.transform_image_edit_requestr) rNr-r0r1r2 config_classconfig_instance request_bodyrps r%rgz"BedrockImageEdit._get_request_bodys_#33%3@ !-)FF#%(/> G  aL!!r$c |!|j|d|jd|itjd|j|j }| t d|j |}|} | j|||}|S)zR Transforms the Image Edit response from Bedrock to OpenAI format r_r`)rar6original_responserbzraw model_response: %sz)Error in response object format, got Noners)r- raw_responser5) post_callrKrdebugrhr+r.transform_image_edit_response) rNr9r-r5r1rCr response_dictrwrxs r%rMzrsl # ,, +P .%'6iKzKr$