j dZddlmZmZmZdeededdfdZdeeedeeededeeefd Zhd Zd d hZ dd ededdfdZ deeddfdZ y)z7Validators for dataset and evaluation suite operations.)AnyListOptional evaluatorscontextreturnNcddlm}|D]=}t||jrt dt |j d|dy)a$ Validate that all evaluators are LLMJudge instances. Args: evaluators: List of evaluators to validate. context: Description of where the evaluators are being used (for error message). Raises: TypeError: If any evaluator is not an LLMJudge instance. r llm_judgez8Evaluation suites only support LLMJudge evaluators. Got z in z=. Use LLMJudge from opik.evaluation.suite_evaluators instead.N) opik.evaluation.suite_evaluatorsr isinstanceLLMJudge TypeErrortype__name__)rrr evaluators |/Users/manta/Documents/Projects/TheRoad-I1/backend/.venv/lib/python3.12/site-packages/opik/api_objects/dataset/validators.pyvalidate_evaluatorsrsU; )Y%7%78I//0WI>NO  assertionsc||td|d||sgSddlm}|j|gS|t |||Sy)a Resolve assertions shorthand and/or evaluators into a list of LLMJudge instances. Args: assertions: List of assertion strings to build an LLMJudge from. evaluators: List of pre-built LLMJudge evaluators. context: Description of where this is used (for error messages). Returns: A list of LLMJudge instances, or None if neither was provided. Raises: ValueError: If both assertions and evaluators are provided. TypeError: If any evaluator is not an LLMJudge instance. Nz6Cannot specify both 'assertions' and 'evaluators' for zR. Use 'assertions' for a shorthand or 'evaluators' for full control, but not both.rr )r) ValueErrorr r rr)rrrr s rresolve_evaluatorsrsq(*"8DWIN   I>""j"9::J0 r>datar descriptionexecution_policy runs_per_itempass_thresholdepc t|ts$td|dt|jt |j tz }|rtd|d|dttt |j z }|rtd|d|d|D]?}t||trtd|d|dt||jy) N'z' must be a dict, got z' has unknown keys: . Valid keys are: z' is missing required keys: z=. Both 'runs_per_item' and 'pass_threshold' must be provided..z' must be an int, got ) r dictrrrsetkeys_VALID_EXECUTION_POLICY_KEYSrint)rr unknown_keys missing_keyskeys rvalidate_execution_policyr,Is b$ !G9$:48;L;L:MNOOrwwy>$@@Ly,\N;;< >  0#bggi.@Ly4\NCJ K  "S'3'G9AcU"8bg9O9O8PQ ritemsc Lt|D]\}}t|ts$td|dt |j t |jtz }|rtd|d|dtd|vrtd|dt|dts'td|dt |dj d|vr6|d}t|trtd |Dstd|d d |vst|d d|d  y)NzItem at index z must be a dict, got z has unknown keys: r"rz is missing required key 'data'z 'data' must be a dict, got rc3<K|]}t|tyw)N)r str).0as r z'validate_suite_items..ws;,6q 1c"Jsz' 'assertions' must be a list of stringsrz 'execution_policy')r) enumerater r$rrrr%r&_VALID_ITEM_KEYSrlistallr,)r-iitemr)rs rvalidate_suite_itemsr:_seU#4$% #8d9L9L8MN 499;'*::  #6|nE##3"46   ~aS0OPQ Q$v,- $DL)2235  4 l+Jj$/s;,6;8 $QC'NO  % %'((+>? ?$r)r) __doc__typingrrrr0rrr5r'r,r:rrr>s=&&DI,&c#&c#&&d3i &RM /1AB#T,#S #d#r