Merge branch 'develop' of http://47.106.207.27:3000/AI260626/Mutual_Fund into develop_feat_apizyc

# Conflicts:
#	api/router.py
#	logs/error.log
#	logs/info.log
#	model/fin_customer_profile.py
#	requirements.txt

model/fin_customer_profile.py

@@ -3,8 +3,9 @@ from __future__ import annotations
 
 from datetime import datetime
 from decimal import Decimal
+from typing import Any
 
-from sqlalchemy import JSON, BigInteger, DateTime, Integer, Numeric, String, func
+from sqlalchemy import BigInteger, DateTime, Integer, JSON, Numeric, String, func
 from sqlalchemy.orm import Mapped, mapped_column
 
 from model.base import Base
@@ -14,20 +15,17 @@ class FinCustomerProfile(Base):
     __tablename__ = "fin_customer_profile"
     __table_args__ = {"comment": "客户画像主表（RAG/GraphRAG 个性化推荐核心上下文）"}
 
-    customer_id: Mapped[int] = mapped_column(
-        BigInteger, primary_key=True, autoincrement=False
-    )
+    # 主键为 customer_id（一对一关联 sys_user.id），非自增 id
+    customer_id: Mapped[int] = mapped_column(BigInteger, primary_key=True)
     risk_level: Mapped[str | None] = mapped_column(String(16))
     risk_score: Mapped[int | None] = mapped_column(Integer)
     investment_experience: Mapped[str | None] = mapped_column(String(16))
     annual_income_range: Mapped[str | None] = mapped_column(String(32))
     total_assets: Mapped[Decimal | None] = mapped_column(Numeric(18, 2))
-    asset_allocation: Mapped[dict | None] = mapped_column(JSON)
-    product_preference: Mapped[dict | None] = mapped_column(JSON)
+    asset_allocation: Mapped[dict[str, Any] | None] = mapped_column(JSON)
+    product_preference: Mapped[dict[str, Any] | None] = mapped_column(JSON)
     customer_level: Mapped[str | None] = mapped_column(String(16))
-    confidence_score: Mapped[Decimal] = mapped_column(
-        Numeric(5, 2), server_default="0.50"
-    )
+    confidence_score: Mapped[Decimal] = mapped_column(Numeric(5, 2), server_default="0.50")
     profile_version: Mapped[int] = mapped_column(Integer, server_default="1")
     update_time: Mapped[datetime] = mapped_column(
         DateTime, server_default=func.now(), onupdate=func.now()