| """
|
| 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."""
|
|
|
| raise NotImplementedError
|
|
|