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