"""健康度评分模型。 多维度评分:财务、经营、AI+ 商业化、AI+ 成本(基础 4 维度)。 T2.9 扩展:组织人才、产品技术、市场竞争、治理合规、融资资本(9 维度)。 T3.11 扩展:协同赋能、AI 模型产品、数据合规、团队技术、客户成功(14 维度)。 """ import uuid from datetime import datetime, timezone from sqlalchemy import DateTime, Float, ForeignKey, String from sqlalchemy.orm import Mapped, mapped_column from app.core.database import Base from app.core.types import JSONBType from app.core.types import JSONBType as _JSONB # 兼容别名 class HealthScore(Base): """健康度评分。""" __tablename__ = "health_scores" id: Mapped[str] = mapped_column(String(36), primary_key=True, default=lambda: str(uuid.uuid4())) company_id: Mapped[str] = mapped_column(String(36), ForeignKey("companies.id"), nullable=False, index=True) total_score: Mapped[float] = mapped_column(Float, nullable=False, comment="总分(0-100)") # 基础 4 维度 financial_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="财务健康度") operational_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="经营健康度") ai_commercial_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="AI+ 商业化健康度") ai_cost_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="AI+ 成本健康度") # T2.9 扩展 5 维度 org_talent_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="组织人才健康度") product_tech_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="产品技术健康度") market_compete_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="市场竞争健康度") governance_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="治理合规健康度") financing_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="融资资本健康度") # T3.11 扩展 5 维度 synergy_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="协同赋能健康度") ai_model_product_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="AI 模型产品健康度") data_compliance_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="数据合规健康度") team_tech_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="团队技术健康度") customer_success_score: Mapped[float | None] = mapped_column(Float, nullable=True, comment="客户成功健康度") # 元数据 trend: Mapped[str | None] = mapped_column(String(20), nullable=True, comment="趋势:up/stable/down") evidence_json: Mapped[dict | None] = mapped_column(JSONBType, nullable=True, comment="评分依据") recommendations_json: Mapped[dict | None] = mapped_column(JSONBType, nullable=True, comment="建议动作") calculated_at: Mapped[datetime] = mapped_column( DateTime(timezone=True), default=lambda: datetime.now(timezone.utc) ) # 评价模板关联(向后兼容:旧数据为 NULL) template_id: Mapped[str | None] = mapped_column(String(36), ForeignKey("evaluation_templates.id"), nullable=True, comment="使用的评价模板 ID") fund_type: Mapped[str | None] = mapped_column(String(50), nullable=True, comment="冗余存储基金类型,便于查询") fund_lifecycle: Mapped[str | None] = mapped_column(String(50), nullable=True, comment="冗余存储存续期阶段") company_stage: Mapped[str | None] = mapped_column(String(50), nullable=True, comment="冗余存储企业阶段") industry: Mapped[str | None] = mapped_column(String(50), nullable=True, comment="冗余存储产业赛道") strategy: Mapped[str | None] = mapped_column(String(50), nullable=True, comment="冗余存储投资策略") custom_metrics_result: Mapped[dict | None] = mapped_column(JSONBType, nullable=True, comment="专属指标评分结果") lp_focus_result: Mapped[dict | None] = mapped_column(JSONBType, nullable=True, comment="LP 附加指标结果")