from datetime import datetime, timezone from sqlalchemy import Integer, Float, DateTime, ForeignKey, Index from sqlalchemy.orm import Mapped, mapped_column, relationship from backend.models.base import Base class MetricSnapshot(Base): __tablename__ = "metric_snapshots" __table_args__ = ( Index("ix_metric_snapshots_post_snapshot", "post_id", "snapshot_at"), ) id: Mapped[int] = mapped_column(primary_key=True) post_id: Mapped[int] = mapped_column(ForeignKey("posts.id"), nullable=False) score: Mapped[int] = mapped_column(Integer, nullable=False) num_comments: Mapped[int] = mapped_column(Integer, nullable=False) upvote_ratio: Mapped[float | None] = mapped_column(Float) snapshot_at: Mapped[datetime] = mapped_column( DateTime(timezone=True), default=lambda: datetime.now(timezone.utc) ) post: Mapped["Post"] = relationship(back_populates="metric_snapshots") # noqa: F821