from __future__ import annotations from datetime import datetime from sqlalchemy import DateTime, Float, ForeignKey, Integer, String, func from sqlalchemy.orm import Mapped, mapped_column from app.core.database import Base from app.utils.ids import prefixed_id class StudentWeakTopic(Base): __tablename__ = "student_weak_topics" id: Mapped[str] = mapped_column( String(40), primary_key=True, default=lambda: prefixed_id("wt"), ) user_id: Mapped[str] = mapped_column( String(40), ForeignKey("users.id", ondelete="CASCADE"), index=True, nullable=False, ) topic_name: Mapped[str] = mapped_column(String(255), index=True, nullable=False) subject: Mapped[str | None] = mapped_column(String(255), nullable=True) frequency: Mapped[int] = mapped_column(Integer, default=1, nullable=False) weak_topic_score: Mapped[float] = mapped_column(Float, default=0.2, nullable=False) topic_attempt_count: Mapped[int] = mapped_column(Integer, default=1, nullable=False) topic_confidence: Mapped[float] = mapped_column(Float, default=0.5, nullable=False) created_at: Mapped[datetime] = mapped_column( DateTime(timezone=True), server_default=func.now(), nullable=False, ) updated_at: Mapped[datetime] = mapped_column( DateTime(timezone=True), server_default=func.now(), onupdate=func.now(), nullable=False, )