""" Abstract base class for evaluation runners. """ from abc import ABC, abstractmethod from dataclasses import dataclass, field from enum import Enum from pathlib import Path from typing import Any, Dict, Optional class EvaluationStatus(Enum): """Status of an evaluation.""" SUCCESS = "success" ERROR = "error" TIMEOUT = "timeout" SKIPPED = "skipped" @dataclass class EvaluationResult: """Result of an evaluation run.""" problem_id: str score: Optional[float] = None status: EvaluationStatus = EvaluationStatus.SUCCESS message: Optional[str] = None logs: Optional[str] = None duration_seconds: Optional[float] = None metadata: Dict[str, Any] = field(default_factory=dict) @property def success(self) -> bool: return self.status == EvaluationStatus.SUCCESS def __repr__(self) -> str: if self.success: return f"EvaluationResult(problem={self.problem_id}, score={self.score})" return f"EvaluationResult(problem={self.problem_id}, status={self.status.value}, message={self.message})" class Runner(ABC): """Abstract base class for evaluation runners.""" @abstractmethod def evaluate( self, problem_id: str, solution_code: str, *, timeout: Optional[int] = None, ) -> EvaluationResult: """ Evaluate a solution for a given problem. Args: problem_id: Problem identifier (e.g., "flash_attn", "gemm_optimization/squares") solution_code: Solution source code timeout: Optional timeout in seconds Returns: EvaluationResult with score and status """ pass @abstractmethod def evaluate_file( self, problem_id: str, solution_path: Path, *, timeout: Optional[int] = None, ) -> EvaluationResult: """ Evaluate a solution file for a given problem. Args: problem_id: Problem identifier solution_path: Path to solution file timeout: Optional timeout in seconds Returns: EvaluationResult with score and status """ pass def get_problem_path(self, problem_id: str) -> Path: """Get the path to a problem directory.""" # Will be implemented by subclasses based on their base directory raise NotImplementedError