"""Tables of Annotation Management Module""" import uuid from sqlalchemy import Column, String, Boolean, TIMESTAMP, Text, Integer, JSON, ForeignKey from sqlalchemy.sql import func from app.db.session import Base class AnnotationTemplate(Base): """标注配置模板模型""" __tablename__ = "t_dm_annotation_templates" id = Column(String(64), primary_key=True, default=lambda: str(uuid.uuid4()), comment="模板ID(UUID或自定义ID)") name = Column(String(100), nullable=False, comment="模板名称") description = Column(String(500), nullable=True, comment="模板描述") data_type = Column(String(50), nullable=False, comment="数据类型: image/text/audio/video/timeseries/pdf/chat/html/table") labeling_type = Column(String(50), nullable=False, comment="标注类型: asr/ner/object-detection/等") configuration = Column(JSON, nullable=True, comment="标注配置(兼容字段,主配置为 label_config)") label_config = Column(Text, nullable=True, comment="Label Studio XML配置(模板主配置)") style = Column(String(32), nullable=False, comment="样式配置: horizontal/vertical") category = Column(String(50), default='custom', comment="模板分类: audio-speech/chat/computer-vision/nlp/等") built_in = Column(Boolean, default=False, comment="是否系统内置模板") version = Column(String(20), default='1.0', comment="模板版本") created_at = Column(TIMESTAMP, server_default=func.current_timestamp(), comment="创建时间") updated_at = Column(TIMESTAMP, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), comment="更新时间") deleted_at = Column(TIMESTAMP, nullable=True, comment="删除时间(软删除)") def __repr__(self): return f"" @property def is_deleted(self) -> bool: """检查是否已被软删除""" return self.deleted_at is not None class LabelingProject(Base): """标注项目模型""" __tablename__ = "t_dm_labeling_projects" id = Column(String(36), primary_key=True, default=lambda: str(uuid.uuid4()), comment="UUID") dataset_id = Column(String(36), nullable=False, comment="数据集ID") name = Column(String(100), nullable=False, comment="项目名称") labeling_project_id = Column(String(8), nullable=False, comment="Label Studio项目ID") template_id = Column(String(64), ForeignKey('t_dm_annotation_templates.id', ondelete='SET NULL'), nullable=True, comment="使用的模板ID") configuration = Column(JSON, nullable=True, comment="项目配置(可能包含对模板的自定义修改)") progress = Column(JSON, nullable=True, comment="项目进度信息") created_at = Column(TIMESTAMP, server_default=func.current_timestamp(), comment="创建时间") updated_at = Column(TIMESTAMP, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), comment="更新时间") deleted_at = Column(TIMESTAMP, nullable=True, comment="删除时间(软删除)") def __repr__(self): return f"" @property def is_deleted(self) -> bool: """检查是否已被软删除""" return self.deleted_at is not None class AnnotationResult(Base): """标注结果模型(单人单份最终标签,Label Studio annotation 原始 JSON)""" __tablename__ = "t_dm_annotation_results" id = Column(String(36), primary_key=True, default=lambda: str(uuid.uuid4()), comment="UUID") project_id = Column(String(36), nullable=False, comment="标注项目ID(t_dm_labeling_projects.id)") file_id = Column(String(36), nullable=False, comment="文件ID(t_dm_dataset_files.id)") annotation = Column(JSON, nullable=False, comment="Label Studio annotation 原始JSON(单人单份最终结果)") created_at = Column(TIMESTAMP, server_default=func.current_timestamp(), comment="创建时间") updated_at = Column(TIMESTAMP, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), comment="更新时间") def __repr__(self): return f"" class AutoAnnotationTask(Base): """自动标注任务模型,对应表 t_dm_auto_annotation_tasks""" __tablename__ = "t_dm_auto_annotation_tasks" id = Column(String(36), primary_key=True, default=lambda: str(uuid.uuid4()), comment="UUID") name = Column(String(255), nullable=False, comment="任务名称") dataset_id = Column(String(36), nullable=False, comment="数据集ID") dataset_name = Column(String(255), nullable=True, comment="数据集名称(冗余字段,方便查询)") config = Column(JSON, nullable=False, comment="任务配置(模型规模、置信度等)") file_ids = Column(JSON, nullable=True, comment="要处理的文件ID列表,为空则处理数据集所有图像") status = Column(String(50), nullable=False, default="pending", comment="任务状态: pending/running/completed/failed") progress = Column(Integer, default=0, comment="任务进度 0-100") total_images = Column(Integer, default=0, comment="总图片数") processed_images = Column(Integer, default=0, comment="已处理图片数") detected_objects = Column(Integer, default=0, comment="检测到的对象总数") output_path = Column(String(500), nullable=True, comment="输出路径") error_message = Column(Text, nullable=True, comment="错误信息") created_at = Column(TIMESTAMP, server_default=func.current_timestamp(), comment="创建时间") updated_at = Column( TIMESTAMP, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), comment="更新时间", ) completed_at = Column(TIMESTAMP, nullable=True, comment="完成时间") deleted_at = Column(TIMESTAMP, nullable=True, comment="删除时间(软删除)") def __repr__(self) -> str: # pragma: no cover - repr 简单返回 return f"" @property def is_deleted(self) -> bool: """检查是否已被软删除""" return self.deleted_at is not None