xsl
d5f366fa4c
第二批（T6~T11）协调提交： - 迁移 0005：kb 七表（entity/relation/rule/chunk vector1024+tsv 生成列/ asset/color/gap），HNSW+GIN 索引，FK 级联 - ORM：七个 Kb* 模型（pgvector Vector/TSVECTOR/Computed） - 配置：检索与 embedding、华为 JWKS、短信全参数组 - 错误码：40110/40111/42910/42911/61000 - 骨架路由：kb.py + auth_sms.py（已注册）；依赖：tencentcloud-sdk-python-sms + spike extra（onnxruntime/opencv）；gitignore：models/ 与 spike 输出
482 lines
22 KiB
Python
482 lines
22 KiB
Python
"""SQLAlchemy 2.0 ORM models.
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Scope of this scaffold: only the tables needed to prove the vertical slice
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(架构文档 §6.2 identity / billing / task / 观测与成本). All remaining domains
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(pf_ / rp_ / kb_ / ag_ / tr_ / cp_) are intentionally absent — see
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packages/*/README.md for what still has to be built.
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Conventions enforced here (架构文档 §6.1):
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1. 表名带域前缀 (`id_` / `bl_` / `tk_` / `ob_`)，为将来拆库预留边界。
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2. 主键统一雪花 ID (bigint)，不用自增、不用 UUID。
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3. 涉及配额的表必须有幂等键与流水。
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4. JSONB 只用于「结构会演进且不需要索引全部字段」的场景。
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"""
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from __future__ import annotations
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from datetime import datetime
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from decimal import Decimal
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from typing import Any
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from pgvector.sqlalchemy import Vector
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from sqlalchemy import (
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BigInteger,
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Boolean,
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Computed,
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DateTime,
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Index,
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Integer,
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Numeric,
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PrimaryKeyConstraint,
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SmallInteger,
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String,
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Text,
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UniqueConstraint,
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func,
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text,
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)
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from sqlalchemy.dialects.postgresql import JSONB, TSVECTOR
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from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column
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class Base(DeclarativeBase):
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"""Declarative base; ``Base.metadata`` is Alembic's ``target_metadata``."""
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# ---------------------------------------------------------------------------
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# identity 域
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# ---------------------------------------------------------------------------
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class User(Base):
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__tablename__ = "id_user"
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user_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
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status: Mapped[str] = mapped_column(String(16), nullable=False, default="active")
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nickname: Mapped[str | None] = mapped_column(String(64))
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avatar_key: Mapped[str | None] = mapped_column(String(255))
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register_source: Mapped[str] = mapped_column(String(32), nullable=False, default="unknown")
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created_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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last_active_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
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deleted_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
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__table_args__ = (Index("ix_id_user_status", "status"),)
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class UserIdentity(Base):
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"""External identity mapping. UNIQUE(provider, union_id) per 架构文档 §6.2."""
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__tablename__ = "id_user_identity"
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identity_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
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user_id: Mapped[int] = mapped_column(BigInteger, nullable=False)
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provider: Mapped[str] = mapped_column(String(32), nullable=False)
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union_id: Mapped[str] = mapped_column(String(128), nullable=False)
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open_id: Mapped[str | None] = mapped_column(String(128))
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created_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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__table_args__ = (
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UniqueConstraint("provider", "union_id", name="uq_id_user_identity_provider_union"),
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Index("ix_id_user_identity_user", "user_id"),
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)
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class Consent(Base):
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"""CR-01 留证：人脸的单独同意必须独立成行，不得混入总协议。"""
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__tablename__ = "id_consent"
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consent_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
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user_id: Mapped[int] = mapped_column(BigInteger, nullable=False)
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consent_type: Mapped[str] = mapped_column(String(32), nullable=False)
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doc_version: Mapped[str] = mapped_column(String(32), nullable=False)
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granted_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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revoked_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
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client_ip: Mapped[str | None] = mapped_column(String(64))
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ua: Mapped[str | None] = mapped_column(String(512))
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__table_args__ = (Index("ix_id_consent_user_type", "user_id", "consent_type"),)
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# ---------------------------------------------------------------------------
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# billing 域（V1：配额与计量，无支付）
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# ---------------------------------------------------------------------------
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class QuotaRule(Base):
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"""FR-BILL-04 配额规则配置化：改配置不发版。"""
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__tablename__ = "bl_quota_rule"
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quota_key: Mapped[str] = mapped_column(String(64), primary_key=True)
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period_type: Mapped[str] = mapped_column(String(16), nullable=False) # day/month/lifetime
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base_limit: Mapped[int] = mapped_column(Integer, nullable=False)
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task_bonus_max: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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hard_cap: Mapped[int] = mapped_column(Integer, nullable=False)
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description: Mapped[str | None] = mapped_column(String(255))
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updated_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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class Quota(Base):
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"""周期配额计量：按 ``period_key`` 自然重置，无需定时任务清零。"""
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__tablename__ = "bl_quota"
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user_id: Mapped[int] = mapped_column(BigInteger, nullable=False)
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quota_key: Mapped[str] = mapped_column(String(64), nullable=False)
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period_key: Mapped[str] = mapped_column(String(32), nullable=False)
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used: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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# 本周期创建时从规则拷下的 base_limit。规则中途被改，本周期仍按快照判定。
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limit_value: Mapped[int] = mapped_column(Integer, nullable=False)
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bonus_granted: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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updated_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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__table_args__ = (
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PrimaryKeyConstraint("user_id", "quota_key", "period_key", name="pk_bl_quota"),
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)
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class Ledger(Base):
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"""流水是真相，余额是缓存 (架构文档 §6.1 原则 4 / §6.2 bl_ledger).
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``tx_type`` 在 V1 只用 system_grant / consume / refund；V2 增加
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purchase / gift —— 这是 V1→V2 免数据迁移的关键，不要拆表。
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``status`` 承载 §7.4 的预扣三段式：reserved → committed / refunded。
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"""
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__tablename__ = "bl_ledger"
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tx_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
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user_id: Mapped[int] = mapped_column(BigInteger, nullable=False)
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delta: Mapped[int] = mapped_column(Integer, nullable=False)
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tx_type: Mapped[str] = mapped_column(String(24), nullable=False)
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status: Mapped[str] = mapped_column(String(16), nullable=False, default="committed")
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reason: Mapped[str | None] = mapped_column(String(128))
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ref_type: Mapped[str | None] = mapped_column(String(32))
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ref_id: Mapped[str | None] = mapped_column(String(64))
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quota_key: Mapped[str | None] = mapped_column(String(64))
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period_key: Mapped[str | None] = mapped_column(String(32))
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balance_after: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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idempotency_key: Mapped[str] = mapped_column(String(128), nullable=False)
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created_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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__table_args__ = (
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UniqueConstraint("idempotency_key", name="uq_bl_ledger_idempotency_key"),
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Index("ix_bl_ledger_user_created", "user_id", "created_at"),
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)
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# ---------------------------------------------------------------------------
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# task 域（统一任务中心）
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# ---------------------------------------------------------------------------
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class Task(Base):
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"""全系统唯一的长耗时任务视图，前端任务中心直接读它 (架构文档 §6.2)。"""
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__tablename__ = "tk_task"
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task_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
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user_id: Mapped[int] = mapped_column(BigInteger, nullable=False)
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task_type: Mapped[str] = mapped_column(String(32), nullable=False)
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status: Mapped[str] = mapped_column(String(16), nullable=False)
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progress: Mapped[int] = mapped_column(SmallInteger, nullable=False, default=0)
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stage_text: Mapped[str | None] = mapped_column(String(128))
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idempotency_key: Mapped[str] = mapped_column(String(128), nullable=False)
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payload: Mapped[dict[str, Any]] = mapped_column(JSONB, nullable=False, default=dict)
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result: Mapped[dict[str, Any] | None] = mapped_column(JSONB)
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error_code: Mapped[int | None] = mapped_column(Integer)
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error_message: Mapped[str | None] = mapped_column(String(512))
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retry_count: Mapped[int] = mapped_column(SmallInteger, nullable=False, default=0)
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quota_reserved: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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reserve_tx_id: Mapped[int | None] = mapped_column(BigInteger)
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submitted_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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started_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
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finished_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
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eta_seconds: Mapped[int | None] = mapped_column(Integer)
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__table_args__ = (
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UniqueConstraint("idempotency_key", name="uq_tk_task_idempotency_key"),
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Index("ix_tk_task_user_status", "user_id", "status"),
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)
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# ---------------------------------------------------------------------------
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# 观测与成本
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# ---------------------------------------------------------------------------
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class AiCall(Base):
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"""成本归因的唯一数据源 (架构文档 §13, FR-BILL-08).
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**不允许「先上线后补埋点」** —— V1 不收费，成本是唯一财务变量，且这张表
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是 V2 定价的唯一数据来源。每一次 provider 调用（含失败与结构化重试）都写
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一行。生产环境按月分区。
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"""
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__tablename__ = "ob_ai_call"
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call_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
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user_id: Mapped[int | None] = mapped_column(BigInteger)
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scene: Mapped[str] = mapped_column(String(48), nullable=False)
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provider: Mapped[str] = mapped_column(String(32), nullable=False)
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model: Mapped[str] = mapped_column(String(64), nullable=False)
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# Prompt 版本：架构文档 §8.1「可复现」要求记录，§6.2 的列清单漏了，这里补上。
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prompt_id: Mapped[str | None] = mapped_column(String(64))
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prompt_version: Mapped[str | None] = mapped_column(String(16))
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tokens_in: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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tokens_out: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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tokens_cached: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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# 思考模式 token 单独记，不并入 tokens_out：它按输出价计费，混在一起就看不出
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# 开关思考模式的成本差异，而这正是 T-P1-24a 要长期盯的数。
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tokens_reasoning: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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latency_ms: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
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cost_cents: Mapped[Decimal] = mapped_column(
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Numeric(14, 6), nullable=False, default=Decimal("0")
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)
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# 该次调用适用的峰谷档位。没有它就无法事后复核 cost_cents ——
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# 单价随时刻变化，事后按「当前价」回算会得出不同结果 (T-P1-25c)。
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rate_tier: Mapped[str | None] = mapped_column(String(16))
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success: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
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error_code: Mapped[str | None] = mapped_column(String(64))
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error_message: Mapped[str | None] = mapped_column(Text)
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ref_type: Mapped[str | None] = mapped_column(String(32))
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ref_id: Mapped[str | None] = mapped_column(String(64))
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created_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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__table_args__ = (
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Index("ix_ob_ai_call_created", "created_at"),
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Index("ix_ob_ai_call_scene_created", "scene", "created_at"),
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Index("ix_ob_ai_call_user_created", "user_id", "created_at"),
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)
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class UserSession(Base):
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"""refresh token 的服务端会话（架构文档 §6.2 id_session，FR-ACC-05）.
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刻意叫 UserSession 而不是 Session：避免与 SQLAlchemy 的 AsyncSession 混淆。
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refresh token 本体是 opaque 随机串（不出现在任何存储里），库里只存 sha256
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哈希 —— 泄漏数据库不等于泄漏令牌。轮换 = 旧行 revoked + 新行，同一事务。
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"""
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__tablename__ = "id_session"
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session_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
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user_id: Mapped[int] = mapped_column(BigInteger, nullable=False)
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refresh_token_hash: Mapped[str] = mapped_column(String(64), nullable=False)
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expire_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), nullable=False)
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revoked: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
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revoked_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
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created_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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__table_args__ = (
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UniqueConstraint("refresh_token_hash", name="uq_id_session_token_hash"),
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Index("ix_id_session_user", "user_id"),
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)
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class ObEvent(Base):
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"""客户端埋点事件（架构文档 §6.2 ob_event，FR-SYS-06）.
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架构原文「按月分区」—— V1 先普通表（与 ob_ai_call 同样处理），
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数据量上来后再分区，先不预支复杂度。
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"""
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__tablename__ = "ob_event"
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event_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
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user_id: Mapped[int] = mapped_column(BigInteger, nullable=False)
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event_name: Mapped[str] = mapped_column(String(64), nullable=False)
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props: Mapped[dict[str, Any]] = mapped_column(JSONB, nullable=False, default=dict)
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client_ts: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
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server_ts: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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__table_args__ = (
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Index("ix_ob_event_name_ts", "event_name", "server_ts"),
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Index("ix_ob_event_user_ts", "user_id", "server_ts"),
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)
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# ---------------------------------------------------------------------------
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# kb 域（知识库，架构文档 §6.2）
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# ---------------------------------------------------------------------------
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class KbEntity(Base):
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"""12 类实体统一表：attrs JSONB 承载类目差异化字段（架构 §6.2）.
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状态机 draft→reviewing→published→archived 由 service 层校验；
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published 实体不可直接改（version 递增需回 draft 重走评审）。
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"""
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__tablename__ = "kb_entity"
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entity_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
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entity_type: Mapped[str] = mapped_column(String(32), nullable=False)
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name: Mapped[str] = mapped_column(String(128), nullable=False)
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attrs: Mapped[dict[str, Any]] = mapped_column(JSONB, nullable=False, default=dict)
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status: Mapped[str] = mapped_column(String(16), nullable=False, default="draft")
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version: Mapped[int] = mapped_column(Integer, nullable=False, default=1)
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source: Mapped[str | None] = mapped_column(String(255))
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license: Mapped[str | None] = mapped_column(String(64))
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updated_by: Mapped[str | None] = mapped_column(String(64))
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created_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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updated_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
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__table_args__ = (
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UniqueConstraint("entity_type", "name", name="uq_kb_entity_type_name"),
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Index("ix_kb_entity_type_status", "entity_type", "status"),
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)
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class KbRelation(Base):
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"""邻接表 + 递归 CTE 做 1~3 跳（TD-09：不上 Neo4j）."""
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__tablename__ = "kb_relation"
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relation_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
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from_id: Mapped[int] = mapped_column(BigInteger, nullable=False)
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rel_type: Mapped[str] = mapped_column(String(64), nullable=False)
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to_id: Mapped[int] = mapped_column(BigInteger, nullable=False)
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weight: Mapped[Decimal] = mapped_column(Numeric(4, 3), nullable=False, default=Decimal("1"))
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confidence: Mapped[Decimal] = mapped_column(Numeric(4, 3), nullable=False, default=Decimal("1"))
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evidence: Mapped[str | None] = mapped_column(String(255))
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created_at: Mapped[datetime] = mapped_column(
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DateTime(timezone=True), nullable=False, server_default=func.now()
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)
|
||
|
||
__table_args__ = (
|
||
UniqueConstraint("from_id", "rel_type", "to_id", name="uq_kb_relation_triple"),
|
||
Index("ix_kb_relation_to", "to_id"),
|
||
)
|
||
|
||
|
||
class KbRule(Base):
|
||
"""决策表（TD-10 自研规则引擎）。conditions/effects 为 JSONB DSL."""
|
||
|
||
__tablename__ = "kb_rule"
|
||
|
||
rule_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
|
||
rule_key: Mapped[str] = mapped_column(String(64), nullable=False)
|
||
category: Mapped[str] = mapped_column(String(32), nullable=False)
|
||
version: Mapped[int] = mapped_column(Integer, nullable=False, default=1)
|
||
status: Mapped[str] = mapped_column(String(16), nullable=False, default="draft")
|
||
priority: Mapped[int] = mapped_column(Integer, nullable=False, default=60)
|
||
conditions: Mapped[dict[str, Any]] = mapped_column(JSONB, nullable=False)
|
||
effects: Mapped[dict[str, Any]] = mapped_column(JSONB, nullable=False)
|
||
is_hard: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
|
||
confidence: Mapped[Decimal] = mapped_column(
|
||
Numeric(4, 3), nullable=False, default=Decimal("0.9")
|
||
)
|
||
evidence: Mapped[str | None] = mapped_column(String(255))
|
||
author: Mapped[str | None] = mapped_column(String(64))
|
||
reviewer: Mapped[str | None] = mapped_column(String(64))
|
||
published_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
|
||
created_at: Mapped[datetime] = mapped_column(
|
||
DateTime(timezone=True), nullable=False, server_default=func.now()
|
||
)
|
||
|
||
__table_args__ = (
|
||
UniqueConstraint("rule_key", name="uq_kb_rule_key"),
|
||
Index("ix_kb_rule_status_priority", "status", "priority"),
|
||
)
|
||
|
||
|
||
class KbChunk(Base):
|
||
"""向量 + 全文双索引，支撑混合检索（架构 §8.3）.
|
||
|
||
embedding_model/version 必填：没有版本号的向量不可重跑（T-P2-03）。
|
||
tsv 是生成列——写入时不要手工填。
|
||
"""
|
||
|
||
__tablename__ = "kb_chunk"
|
||
|
||
chunk_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
|
||
entity_id: Mapped[int] = mapped_column(BigInteger, nullable=False)
|
||
chunk_type: Mapped[str] = mapped_column(String(32), nullable=False, default="text")
|
||
text: Mapped[str] = mapped_column(Text, nullable=False)
|
||
embedding = mapped_column(Vector(1024), nullable=False)
|
||
embedding_model: Mapped[str] = mapped_column(String(64), nullable=False)
|
||
embedding_version: Mapped[str] = mapped_column(String(16), nullable=False)
|
||
tsv = mapped_column(
|
||
TSVECTOR, Computed("to_tsvector('simple', text)", persisted=True), nullable=False
|
||
)
|
||
created_at: Mapped[datetime] = mapped_column(
|
||
DateTime(timezone=True), nullable=False, server_default=func.now()
|
||
)
|
||
|
||
__table_args__ = (Index("ix_kb_chunk_entity", "entity_id"),)
|
||
|
||
|
||
class KbAsset(Base):
|
||
"""图像资产。tryon_ready 是换装闭环的关键标志位（架构 §6.2）."""
|
||
|
||
__tablename__ = "kb_asset"
|
||
|
||
asset_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
|
||
entity_id: Mapped[int] = mapped_column(BigInteger, nullable=False)
|
||
asset_type: Mapped[str] = mapped_column(String(32), nullable=False)
|
||
cos_key: Mapped[str] = mapped_column(String(255), nullable=False)
|
||
spec_check: Mapped[dict[str, Any]] = mapped_column(JSONB, nullable=False, default=dict)
|
||
tryon_ready: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
|
||
review_status: Mapped[str] = mapped_column(String(16), nullable=False, default="pending")
|
||
license: Mapped[str | None] = mapped_column(String(64))
|
||
created_at: Mapped[datetime] = mapped_column(
|
||
DateTime(timezone=True), nullable=False, server_default=func.now()
|
||
)
|
||
|
||
__table_args__ = (
|
||
Index("ix_kb_asset_entity", "entity_id"),
|
||
Index("ix_kb_asset_tryon_ready", "tryon_ready", postgresql_where=text("tryon_ready")),
|
||
)
|
||
|
||
|
||
class KbColor(Base):
|
||
"""自建色板（TD-18：规避「四季色彩/CMB」商标）。Lab 用于 ΔE 数值匹配."""
|
||
|
||
__tablename__ = "kb_color"
|
||
|
||
color_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
|
||
season_code: Mapped[str] = mapped_column(String(16), nullable=False)
|
||
role: Mapped[str] = mapped_column(String(8), nullable=False)
|
||
lab_l: Mapped[Decimal] = mapped_column(Numeric(6, 2), nullable=False)
|
||
lab_a: Mapped[Decimal] = mapped_column(Numeric(6, 2), nullable=False)
|
||
lab_b: Mapped[Decimal] = mapped_column(Numeric(6, 2), nullable=False)
|
||
hex: Mapped[str] = mapped_column(String(7), nullable=False)
|
||
name_cn: Mapped[str] = mapped_column(String(64), nullable=False)
|
||
|
||
__table_args__ = (Index("ix_kb_color_season", "season_code"),)
|
||
|
||
|
||
class KbGap(Base):
|
||
"""知识缺口埋点：无检索结果的查询，驱动内容生产（T-P2-06）."""
|
||
|
||
__tablename__ = "kb_gap"
|
||
|
||
gap_id: Mapped[int] = mapped_column(BigInteger, primary_key=True, autoincrement=False)
|
||
query_text: Mapped[str] = mapped_column(Text, nullable=False)
|
||
filter_ctx: Mapped[dict[str, Any]] = mapped_column(JSONB, nullable=False, default=dict)
|
||
hit_count: Mapped[int] = mapped_column(Integer, nullable=False, default=1)
|
||
first_seen_at: Mapped[datetime] = mapped_column(
|
||
DateTime(timezone=True), nullable=False, server_default=func.now()
|
||
)
|
||
last_seen_at: Mapped[datetime] = mapped_column(
|
||
DateTime(timezone=True), nullable=False, server_default=func.now()
|
||
)
|
||
|
||
__table_args__ = (Index("ix_kb_gap_query", "query_text"),)
|