""" Internal data models for processing. """ from pydantic import BaseModel from typing import Dict, Any class TelemetryTrends(BaseModel): """Calculated trends from enriched telemetry.""" tire_deg_rate: float # Per lap rate of change aero_efficiency_avg: float # Moving average ers_pattern: str # "charging", "stable", "depleting" fuel_critical: bool # Whether fuel is a concern driver_form: str # "excellent", "good", "inconsistent"