
    j	                         d dl Z d dlmZmZmZmZmZ ddlmZ ddl	m
Z ddlmZmZ d dlmZ deeef   d	efd
Zdede j(                  deeeef      d	eeeef      fdZdede j(                  d	ee   fdZy)    N)AnyOptionalcastUnionDict   )BatchFeedbackScoreDict)feedback_score)logging_messages	llm_usage)LLMProviderusagereturnc                 B    t        d | j                         D              S )a   Check if usage dict is already in backend-compatible format.

    Backend format has 'original_usage.' prefixed keys for provider-specific data.
    This is used to detect usage data from exports that should be passed through
    without reprocessing.
    c              3   >   K   | ]  }|j                  d         yw)zoriginal_usage.N)
startswith).0keys     |/Users/manta/Documents/Projects/TheRoad-I1/backend/.venv/lib/python3.12/site-packages/opik/api_objects/validation_helpers.py	<genexpr>z-_is_already_backend_format.<locals>.<genexpr>   s     ILSs~~/0Ls   )anykeys)r   s    r   _is_already_backend_formatr   
   s     IEJJLIII    loggerproviderc                 V   t        | t        j                        r| j                         S | | S t        | t              r@t        |       r5| j                         D ci c]  \  }}t        |t              s|| c}}S |d u xs t        j                  |       }|r#t        j                  |       j                         S t        |      }	 t        j                  ||       }|j                         S c c}}w # t        $ r& t        j                  |       j                         cY S w xY w)N)r   r   )
isinstancer   	OpikUsage%to_backend_compatible_full_usage_dictdictr   itemsintr   	has_value&build_opik_usage_from_unknown_providerbuild_opik_usage	Exception)r   r   r   kvunknown_provider
opik_usages          r   validate_and_parse_usager,      s   
 %,,-::<<} %#=e#D!&EA*Q2D1EE D(R+2G2G2Q.Q??

/
/
1	2 8$H2//O
??AA F  2??

/
/
1	22s   C36C3&C9 9,D('D(r
   c                     t        j                  |       }|j                         j                         r0|j	                  t
        j                  | |j                                y t        t        |       S )N)
feedback_score_validatorFeedbackScoreValidatorvalidatefailedwarningr   )INVALID_FEEDBACK_SCORE_WILL_NOT_BE_LOGGEDfailure_reason_messager   r	   )r
   r   feedback_score_validator_s      r   validate_feedback_scorer6   7   sf     !9 O O! !))+224FF%<<>	

 &77r   )loggingtypingr   r   r   r   r   typesr	   
validationr
   r.    r   r   
opik.typesr   strboolr   Loggerr#   r,   r6    r   r   <module>rA      s     3 3 * C * "Jd38n J J 2 2NN 2 u[#-./ 2 d38n	 2F88!(8$%8r   