baodan/api/insurance/ppt/comparison.py
2026-07-27 15:40:58 +08:00

157 lines
5.3 KiB
Python

"""多份保险计划书的确定性对比计算。"""
from __future__ import annotations
from typing import Iterable
from insurance.ppt.irr import compute_irr_ma, ia_irr_cap
DEFAULT_COMPARISON_YEARS = [5, 10, 20, 30]
MAX_COMPARISON_PRODUCTS = 4
def build_comparison_contract(
products: list[dict],
mode: str = "single",
comparison_years: Iterable[int] | None = None,
) -> dict:
"""将归一化产品转换为渲染器可直接使用的对比契约。"""
normalized_mode = (mode or "single").lower()
if normalized_mode not in {"single", "compare", "portfolio"}:
raise ValueError("generationMode 必须是 single、compare 或 portfolio")
if normalized_mode == "single":
return {"mode": "single", "products": [], "years": [], "warnings": []}
if len(products) < 2:
raise ValueError("产品对比或组合方案至少需要 2 份有效计划书")
if len(products) > MAX_COMPARISON_PRODUCTS:
raise ValueError(f"一次最多对比 {MAX_COMPARISON_PRODUCTS} 份计划书")
years = _normalize_years(comparison_years)
kinds = {str(p.get("kind") or "").lower() for p in products}
currencies = {
str((p.get("policy") or {}).get("currency") or "").upper()
for p in products
if (p.get("policy") or {}).get("currency")
}
warnings: list[str] = []
if normalized_mode == "compare":
if len(kinds) != 1:
raise ValueError("不同险种不能直接横向排名,请选择“组合方案”模式")
if len(currencies) > 1:
raise ValueError("不同币种不能直接比较,请上传相同币种的计划书")
elif len(currencies) > 1:
warnings.append("组合中包含不同币种,金额仅分别展示,不计算合计")
insured_signatures = {
(
(p.get("insured") or {}).get("age"),
str((p.get("insured") or {}).get("gender") or "").lower(),
)
for p in products
}
if len(insured_signatures) > 1:
warnings.append("计划书的受保人年龄或性别不一致,比较结论需谨慎使用")
return {
"mode": normalized_mode,
"years": years,
"currency": next(iter(currencies), ""),
"productKinds": sorted(kinds),
"products": [_build_product_metrics(product, years) for product in products],
"warnings": warnings,
}
def _normalize_years(years: Iterable[int] | None) -> list[int]:
values = []
for value in years or DEFAULT_COMPARISON_YEARS:
try:
year = int(value)
except (TypeError, ValueError):
continue
if 1 <= year <= 100 and year not in values:
values.append(year)
return sorted(values) or list(DEFAULT_COMPARISON_YEARS)
def _build_product_metrics(product: dict, years: list[int]) -> dict:
policy = product.get("policy") or {}
rows = product.get("benefitRows") or []
annual_premium = _number(policy.get("annualPremium"))
pay_years = int(_number(policy.get("payYears")))
total_premium = _number(
policy.get("contractualTotalPremium")
or policy.get("totalPremium")
or annual_premium * pay_years
)
currency = str(policy.get("currency") or "").upper()
year_values = {}
for year in years:
row = _find_year(rows, year)
if not row:
year_values[str(year)] = None
continue
total_value = _number(row.get("totalSurrenderValue"))
guaranteed_value = _number(row.get("guaranteedCashValue"))
death_benefit = _number(
row.get("nonGuaranteedDeathBenefit")
or row.get("deathBenefit")
or row.get("guaranteedDeathBenefit")
)
irr = compute_irr_ma(
annual_premium,
pay_years,
total_value,
year,
ia_irr_cap(currency or "HKD"),
)
year_values[str(year)] = {
"guaranteedValue": guaranteed_value,
"totalValue": total_value,
"deathBenefit": death_benefit,
"irr": round(irr * 100, 2) if irr is not None else None,
"sourcePage": row.get("sourcePage"),
}
return {
"fileId": product.get("fileId", ""),
"pdfName": product.get("pdfName", ""),
"companyId": product.get("companyId", ""),
"productName": product.get("productName", ""),
"kind": product.get("kind", "savings"),
"currency": currency,
"annualPremium": annual_premium,
"payYears": pay_years,
"totalPremium": total_premium,
"sumInsured": _number(policy.get("sumInsured")),
"breakevenYear": _find_breakeven_year(rows),
"yearValues": year_values,
}
def _find_year(rows: list[dict], year: int) -> dict | None:
for row in rows:
if int(_number(row.get("policyYear"))) == year:
return row
return None
def _find_breakeven_year(rows: list[dict]) -> int | None:
for row in rows:
premium = _number(row.get("totalPremiumPaid"))
value = _number(row.get("totalSurrenderValue"))
if premium > 0 and value >= premium:
return int(_number(row.get("policyYear")))
return None
def _number(value) -> float:
try:
return float(value or 0)
except (TypeError, ValueError):
return 0.0