from datetime import datetime from decimal import Decimal from sqlalchemy import Boolean, DateTime, ForeignKey, Index, Integer, JSON, Numeric, String, UniqueConstraint, func from sqlalchemy.orm import Mapped, mapped_column, relationship from app.models.base import Base, TimestampMixin, UUIDMixin class Experiment(Base, UUIDMixin, TimestampMixin): __tablename__ = "experiments" experiment_key: Mapped[str] = mapped_column(String(64), nullable=False, unique=True, index=True) cookie_name: Mapped[str] = mapped_column(String(96), nullable=False, unique=True) name: Mapped[str] = mapped_column(String(120), nullable=False) description: Mapped[str | None] = mapped_column(String(512), nullable=True) enabled: Mapped[bool] = mapped_column(Boolean, nullable=False, default=True, index=True) eligible_routes: Mapped[list[str]] = mapped_column(JSON, nullable=False, default=list) variants: Mapped[list["ExperimentVariant"]] = relationship( back_populates="experiment", cascade="all, delete-orphan", passive_deletes=True, order_by="ExperimentVariant.variant_key", ) class ExperimentVariant(Base, UUIDMixin, TimestampMixin): __tablename__ = "experiment_variants" __table_args__ = ( UniqueConstraint("experiment_id", "variant_key", name="uq_experiment_variants_experiment_variant"), ) experiment_id: Mapped[str] = mapped_column( ForeignKey("experiments.id", ondelete="CASCADE"), nullable=False, index=True, ) variant_key: Mapped[str] = mapped_column(String(64), nullable=False) label: Mapped[str] = mapped_column(String(120), nullable=False) allocation: Mapped[int] = mapped_column(Integer, nullable=False) is_control: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False) experiment: Mapped[Experiment] = relationship(back_populates="variants") class ExperimentEvent(Base, UUIDMixin): __tablename__ = "experiment_events" __table_args__ = ( Index("ix_experiment_events_experiment_variant_created_at", "experiment_key", "variant_key", "created_at"), Index("ix_experiment_events_session_created_at", "session_id", "created_at"), ) experiment_key: Mapped[str] = mapped_column(String(64), nullable=False, index=True) variant_key: Mapped[str] = mapped_column(String(64), nullable=False, index=True) session_id: Mapped[str] = mapped_column(String(128), nullable=False, index=True) user_id: Mapped[str | None] = mapped_column(String(64), nullable=True, index=True) path: Mapped[str] = mapped_column(String(255), nullable=False, index=True) event_type: Mapped[str] = mapped_column(String(64), nullable=False, index=True) conversion_value: Mapped[Decimal | None] = mapped_column(Numeric(12, 2), nullable=True) metadata_: Mapped[dict | None] = mapped_column("metadata", JSON, nullable=True) created_at: Mapped[datetime] = mapped_column( DateTime(timezone=True), nullable=False, index=True, default=datetime.utcnow, server_default=func.now(), )