from datetime import datetime from sqlalchemy import Integer, Float, DateTime, ForeignKey, String, func, Index from sqlalchemy.orm import Mapped, mapped_column, relationship from backend.app.core.database import Base class AMSSensorHistory(Base): """Historical sensor data from AMS units (humidity and temperature).""" __tablename__ = "ams_sensor_history" id: Mapped[int] = mapped_column(primary_key=True) printer_id: Mapped[int] = mapped_column(ForeignKey("printers.id", ondelete="CASCADE")) ams_id: Mapped[int] = mapped_column(Integer) # AMS unit index (0, 1, 2, 3) humidity: Mapped[float | None] = mapped_column(Float) # Humidity percentage humidity_raw: Mapped[float | None] = mapped_column(Float) # Raw humidity value temperature: Mapped[float | None] = mapped_column(Float) # Temperature in Celsius recorded_at: Mapped[datetime] = mapped_column( DateTime, server_default=func.now(), index=True ) # Indexes for efficient querying __table_args__ = ( Index('ix_ams_history_printer_ams_time', 'printer_id', 'ams_id', 'recorded_at'), ) # Relationship printer: Mapped["Printer"] = relationship(back_populates="ams_history") from backend.app.models.printer import Printer # noqa: E402