"""SQLAlchemy ORM models.""" from sqlalchemy import ( Column, Integer, String, Text, DateTime, ForeignKey, JSON, Float, ) from sqlalchemy.orm import relationship from sqlalchemy.sql import func from database import Base class Project(Base): """Project model representing a segmentation project.""" __tablename__ = "projects" id = Column(Integer, primary_key=True, index=True) name = Column(String(255), nullable=False) description = Column(Text, nullable=True) video_path = Column(String(512), nullable=True) thumbnail_url = Column(String(512), nullable=True) status = Column(String(50), default="Ready", nullable=False) source_type = Column(String(20), default="video", nullable=False) # video | dicom original_fps = Column(Float, nullable=True) parse_fps = Column(Float, default=30.0, nullable=False) created_at = Column(DateTime(timezone=True), server_default=func.now()) updated_at = Column( DateTime(timezone=True), server_default=func.now(), onupdate=func.now() ) frames = relationship("Frame", back_populates="project", cascade="all, delete-orphan") annotations = relationship( "Annotation", back_populates="project", cascade="all, delete-orphan" ) class Frame(Base): """Frame model representing an extracted video frame.""" __tablename__ = "frames" id = Column(Integer, primary_key=True, index=True) project_id = Column(Integer, ForeignKey("projects.id", ondelete="CASCADE"), nullable=False) frame_index = Column(Integer, nullable=False) image_url = Column(String(512), nullable=False) width = Column(Integer, nullable=True) height = Column(Integer, nullable=True) created_at = Column(DateTime(timezone=True), server_default=func.now()) project = relationship("Project", back_populates="frames") annotations = relationship( "Annotation", back_populates="frame", cascade="all, delete-orphan" ) class Template(Base): """Template (Ontology) model for segmentation classes.""" __tablename__ = "templates" id = Column(Integer, primary_key=True, index=True) name = Column(String(255), nullable=False) color = Column(String(50), nullable=False) z_index = Column(Integer, default=0, nullable=False) mapping_rules = Column(JSON, nullable=True) created_at = Column(DateTime(timezone=True), server_default=func.now()) annotations = relationship( "Annotation", back_populates="template", cascade="all, delete-orphan" ) class Annotation(Base): """Annotation model for segmentation masks and prompts.""" __tablename__ = "annotations" id = Column(Integer, primary_key=True, index=True) project_id = Column( Integer, ForeignKey("projects.id", ondelete="CASCADE"), nullable=False ) frame_id = Column( Integer, ForeignKey("frames.id", ondelete="CASCADE"), nullable=True ) template_id = Column( Integer, ForeignKey("templates.id", ondelete="SET NULL"), nullable=True ) mask_data = Column(JSON, nullable=True) points = Column(JSON, nullable=True) bbox = Column(JSON, nullable=True) created_at = Column(DateTime(timezone=True), server_default=func.now()) updated_at = Column( DateTime(timezone=True), server_default=func.now(), onupdate=func.now() ) project = relationship("Project", back_populates="annotations") frame = relationship("Frame", back_populates="annotations") template = relationship("Template", back_populates="annotations") masks = relationship("Mask", back_populates="annotation", cascade="all, delete-orphan") class Mask(Base): """Mask model for exported/derived mask files.""" __tablename__ = "masks" id = Column(Integer, primary_key=True, index=True) annotation_id = Column( Integer, ForeignKey("annotations.id", ondelete="CASCADE"), nullable=False ) mask_url = Column(String(512), nullable=False) format = Column(String(50), default="png", nullable=False) # png / rle / json created_at = Column(DateTime(timezone=True), server_default=func.now()) annotation = relationship("Annotation", back_populates="masks")