MiA;SSKrSSKJrJrJrJrJrJrJrJ r J r SSK J r SSK r SSKJr SSKJr SSKJrJrJrJr SSKJr SSKJrJrJr "S S 5r"S S 5rg) N) AnyDictListOptionalTypeUnioncastget_type_hintsoverload) BaseModel)verbose_logger)BaseResponsesAPIConfig)ResponseAPIUsage!ResponsesAPIOptionalRequestParamsResponsesAPIResponse ResponseText)DecodedResponseId)PromptTokensDetails SpecialEnumsUsagec\rSrSrSr\S\\\S\ S\\ S\\S\4 Sj5r \S#S\S \ S \ S \\\S \ 4 Sjj5r\S\ \\4S \ 4Sj5r\\S#S\S\\S\\ \\4S \4Sjj55r\\S#S\ \\4S\\S\\ \\4S \ \\44Sjj55r\S#S\\\ \\44S\\S\\ \\4S \\\ \\444Sjj5r\S\\S\\S\S \4Sj5r\S\S \4Sj5r\S\\S \\4Sj5r\S\S \4Sj5r\S#S\\\S\4S\S S \S 4S!jj5rS"rg )$ResponsesAPIRequestUtilsz2Helper utils for constructing ResponseAPI requestssupported_paramsnon_default_params drop_paramscustom_llm_providermodelc Ucg0nUR5HnX`;dM XXV'M U(a:[RSLdUbUSLag[R"SUSUSUS3S9eg)NTiz does not support parameters: z , for model=zf. To drop these, set `litellm.drop_params=True` or for proxy: `litellm_settings: drop_params: true` ) status_codemessage)keyslitellmrUnsupportedParamsError)rrrrrunsupported_paramsks q/var/www/eduai.edurigo.com/storigo/production/storigo_env/lib/python3.13/site-packages/litellm/responses/utils.py_check_valid_arg)ResponsesAPIRequestUtils._check_valid_arg s  # #((*A((:(="%+ ""d*'K4,?44 #233QRdQeeqrwqxycd Nresponses_api_provider_configresponse_api_optional_paramsallowed_openai_paramsreturnc(SSKJn URU5n[[U5n[ R XS=(d /-U[RURUS9 URUU[RS9nU"UUU=(d /S9nU$)a Get optional parameters for the responses API. Args: params: Dictionary of all parameters model: The model name responses_api_provider_config: The provider configuration for responses API Returns: A dictionary of supported parameters for the responses API r)_apply_openai_param_overrides)rrrrr)r,rr)optional_paramsrr-) litellm.utilsr0get_supported_openai_paramsr rrr(r#rrmap_openai_params)rr+r,r-r0rr mapped_paramss r'!get_optional_params_responses_api:ResponsesAPIRequestUtils.get_optional_params_responses_api9s$ @9TT  "$(DE 11-1L"M1++ = Q Q 2 6GG)E++H 6)1"7"=2 r*paramsc SSKJn [[5R 5nUR SS5nUR S05nUR SS5nUR UUUUUVs0sHofS_M snS/S9nS U;a[RUS 5nXS 'S U;a+SS KJ n U "US 5n U bXS 'OUR S S5 [[U5$s snf) z Filter parameters to only include those defined in ResponsesAPIOptionalRequestParams. Args: params: Dictionary of parameters to filter Returns: ResponsesAPIOptionalRequestParams instance with only the valid parameters r)PreProcessNonDefaultParamsrNkwargsadditional_drop_paramsinput) passed_paramsspecial_paramsrr<default_param_values#additional_endpoint_specific_paramsprevious_response_idmetadata)add_openai_metadata) r2r:r rr"pop#base_pre_process_non_default_paramsrEHb1!',Dd!K & J J$-$7'=7A%Bz!gz%B5>$' 0$77 #4 ('**  .NN 3#O ,d 3 3+54 (&%)3 %%%r*rZr[c[[RR5R XU5n[ R "URS55RS5nSU3$)z#Build the responses_api_response_idutf-8resp_) strr%LITELLM_MANAGED_RESPONSE_COMPLETE_STRvalueformatbase64 b64encodeencodedecode)rrZr[ assembled_idbase64_encoded_ids r'r_9ResponsesAPIRequestUtils._build_responses_api_response_idsj  > > D D &$ < "(!1!1,2E2Eg2N!O!V!V " ()**r*cURSS5n[R"URS55R S5nSU;a [ SSUS9$UR S5nSnSn[U5S:aFUSnUS nUS nURS S5nURS S5nURS S5n OUn [ UUU S9$![a1n [R"SUSU 35 [ SSUS9sSn A $Sn A ff=f)z Decode the responses_api_response_id Returns: DecodedResponseId: Structured tuple with custom_llm_provider, model_id, and response_id rcrb;N)rrZr[rzlitellm:custom_llm_provider:z model_id:z response_id:zError decoding response_id 'z': ) replacerh b64decoderjrkrsplitlen Exceptionr debug) r[ cleaned_id decoded_idpartsrrZcustom_llm_provider_part model_id_part response_partdecoded_response_ides r'!_decode_responses_api_response_id:ResponsesAPIRequestUtils._decode_responses_api_response_idsE- $,,Wb9J))**;*;G*DELLWUJ*$((,! + $$S)E#' HE a+08( %a %a &>&F&F2B'#)00bA&3&;&;NB&O#&1#$$7!/     #? }CPQs!S T$$('  s%ACA6C D &DD D chUcg[RU5nURS5=(d S$)z%Get the model_id from the response_idNrZrrr\)r[rs r'get_model_id_from_response_id6ResponsesAPIRequestUtils.get_model_id_from_response_ids8   $ F F{ S #&&z2:d:r*rBcP[RU5nURSU5$)a  Decode the previous_response_id to the original previous_response_id Why? - LiteLLM encodes the `custom_llm_provider` and `model_id` into the `previous_response_id` this helps with maintaining session consistency when load balancing multiple deployments of the same model. - We cannot send the litellm encoded b64 to the upstream llm api, hence we decode it to the original `previous_response_id` Args: previous_response_id: The previous_response_id to decode Returns: The original previous_response_id r[r)rBrs r'rGUResponsesAPIRequestUtils.decode_previous_response_id_to_original_previous_response_id's0$ % F F$   #&&}6JKKr* text_formatr textrctUb4Uc1SSKJn U"U5nUb SUSUSSUSSUSSS .0nU$U$) a< Convert text_format parameter to text parameter for the responses API. Args: text_format: Pydantic model class or dict to convert to response format text: Existing text parameter (if provided, text_format is ignored) Returns: ResponseText object with the converted format, or None if conversion fails r)type_to_response_format_paramrgtype json_schemanameschemastrict)rrrr) litellm.llms.base_llm.base_utilsr)rrrresponse_formats r'!convert_text_format_to_text_param:ResponsesAPIRequestUtils.convert_text_format_to_text_param?so  "t| Vv F"1-"@"J"1-"@"J   r*rQrP)__name__ __module__ __qualname____firstlineno____doc__ staticmethodrrrdrboolr(rrr6rrKr rrSrr_rrrrGrr^r__static_attributes__rQr*r'rrs<"49- d^&c]   0 6: 11'=1'H1 (S 2 1  11f.KS#X.K *.K.Kb6: 4 %c] #4S>2     6: $S#X %c] #4S>2  c3h   6:& %&:DcN&J K&%c]&#4S>2& #T#s(^3 4 &&B +%c] +3- + + + +66 66p;8C=;Xc];;L!L LL.*.eD$5t$;<=~& . !r*rcf\rSrSr\S\\\4S\4Sj5r \S\ \\\4S\ 4Sj5r Sr g) ResponseAPILoggingUtilsibusager.cJ[U[5(agSU;aSU;agg)z1returns True if usage is from OpenAI Response APIT input_tokens output_tokensF)r]r)rs r'_is_response_api_usage.ResponseAPILoggingUtils._is_response_api_usagecs* e- . . U "%'?r* usage_inputcUc [SSSS9$[U[5(a [S0UD6OUnUR=(d SnUR =(d SnSnUR (a2[UR RUR RS9n[UUX#-US9n[US5(a$URb[USUR5 U$)z7Tranforms the ResponseAPIUsage object to a Usage objectNr) prompt_tokenscompletion_tokens total_tokens) cached_tokens audio_tokens)rrrprompt_tokens_detailscostrQ) rr]r^rrrinput_tokens_detailsrrrhasattrrsetattr)rresponse_api_usagerrr chat_usages r'+_transform_response_api_usage_to_chat_usageCResponseAPILoggingUtils._transform_response_api_usage_to_chat_usagels  "# +t,,  +{ +  0<<A !3!A!A!FQ?C  2 2$70EESS/DDQQ% !'/&:"7   %v . .3E3J3J3V J(:(?(? @r*rQN)rrrrrrr^rrrrrrrrQr*r'rrbsaeD2B,B&C"eD*:$:;<" ""r*r)rhtypingrrrrrrr r r pydanticr r#litellm._loggingr .litellm.llms.base_llm.responses.transformationrlitellm.types.llms.openairrrrlitellm.types.responses.mainrlitellm.types.utilsrrrrrrQr*r'rsQ    +Q ;HHBBJ --r*