from __future__ import annotations from typing import List from .dsl import PlanDelta, StrategyDelta class Backtester: """Toy deterministic replay engine for end-to-end validation.""" def __init__(self, seed: int = 0): self.seed = seed def replay(self, plan: PlanDelta) -> float: # Very naive replay: sum absolute deltas to produce a pseudo-PnL pnl = sum(abs(a.delta) for a in plan.actions) # Incorporate timestamp entropy for determinism in tests pnl += (plan.timestamp or 0.0) * 1e-6 return float(pnl)