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c780f59 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 | from pydantic import BaseModel, Field
from typing import Optional, Dict, Literal, List, Any
class Action(BaseModel):
optimized_code: str
strategy: Optional[str] = None
expected_speedup: Optional[float] = None
class Reward(BaseModel):
value: float = Field(ge=0.0, le=1.0)
components: Dict[str, float]
class Observation(BaseModel):
task_id: str
task_name: str
difficulty: Literal["easy", "medium", "hard"]
baseline_code: str
current_best_code: str
current_best_speedup: float
step_count: int
max_steps: int
pending_checks: List[str]
completed_checks: List[str]
done: bool
class EnvState(BaseModel):
initialized: bool
task_id: Optional[str] =None
step_count: int = 0
max_steps: int = 0
total_reward: float = 0.0
best_code: str = ""
best_speedup: float = 1.0
completed_checks: List[str] = Field(default_factory=list)
action_history: List[Dict[str, Any]] = Field(default_factory=list)
class ResetRequest(BaseModel):
task_id: Optional[str] = None
class StepRequest(BaseModel):
action: Action
class StepResult(BaseModel):
observation:Observation
reward: Reward
done: bool
info: Dict[str, Any]
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