import uuid from datetime import datetime from sqlalchemy import String, Float, Integer, ForeignKey, Index, func from sqlalchemy import Uuid from sqlalchemy.dialects.postgresql import JSONB from sqlalchemy.orm import Mapped, mapped_column from sqlalchemy.types import TypeDecorator, JSON from app.database import Base class JSONType(TypeDecorator): impl = JSON cache_ok = True def load_dialect_impl(self, dialect): if dialect.name == "postgresql": return dialect.type_descriptor(JSONB()) return dialect.type_descriptor(JSON()) class CompetitorInsight(Base): __tablename__ = "competitor_insights" id: Mapped[uuid.UUID] = mapped_column( Uuid(as_uuid=True), primary_key=True, default=uuid.uuid4, ) brand_id: Mapped[uuid.UUID] = mapped_column( Uuid(as_uuid=True), ForeignKey("brands.id", ondelete="CASCADE"), nullable=False, ) competitor_name: Mapped[str] = mapped_column(String(100), nullable=False) analysis_type: Mapped[str] = mapped_column( String(50), nullable=False, ) insight_data: Mapped[dict | None] = mapped_column(JSONType, nullable=True) citation_count_brand: Mapped[int] = mapped_column(Integer, default=0, nullable=False) citation_count_competitor: Mapped[int] = mapped_column(Integer, default=0, nullable=False) sentiment_brand: Mapped[float | None] = mapped_column(Float, nullable=True) sentiment_competitor: Mapped[float | None] = mapped_column(Float, nullable=True) platform_breakdown: Mapped[dict | None] = mapped_column(JSONType, nullable=True) gap_analysis: Mapped[dict | None] = mapped_column(JSONType, nullable=True) opportunity_areas: Mapped[dict | None] = mapped_column(JSONType, nullable=True) recommendations: Mapped[dict | None] = mapped_column(JSONType, nullable=True) confidence: Mapped[str] = mapped_column(String(20), default="medium", nullable=False) period_days: Mapped[int] = mapped_column(Integer, default=30, nullable=False) created_at: Mapped[datetime] = mapped_column( server_default=func.now(), nullable=False, ) updated_at: Mapped[datetime] = mapped_column( server_default=func.now(), onupdate=func.now(), nullable=False, ) __table_args__ = ( Index("idx_competitor_insights_brand_id", "brand_id"), Index("idx_competitor_insights_analysis_type", "analysis_type"), )