"""验证模块 — 数据完整性和导出就绪检查。""" from dataclasses import dataclass from typing import Optional @dataclass class FormalDeckIssue: code: str level: str # "error" | "warn" message: str @dataclass class ValidationIssue: field: str message: str level: str # "error" | "warn" def _is_continuous(rows: list[dict]) -> bool: """检查保单年度是否连续。""" years = sorted(r.get("policyYear", 0) for r in rows if isinstance(r, dict)) for i in range(1, len(years)): if years[i] != years[i - 1] + 1: return False return True def validate_formal_savings_plan(plan: dict) -> list[FormalDeckIssue]: """验证归一化储蓄险数据的导出就绪性。""" issues = [] def err(code, msg): issues.append(FormalDeckIssue(code, "error", msg)) def warn(code, msg): issues.append(FormalDeckIssue(code, "warn", msg)) if not plan.get("productName"): err("PRODUCT_NAME_MISSING", "产品名称缺失") insured = plan.get("insured", {}) if not insured.get("age"): err("INSURED_AGE_MISSING", "被保险人年龄缺失") policy = plan.get("policy", {}) if _safe_number(policy.get("annualPremium")) <= 0: err("ANNUAL_PREMIUM_INVALID", "年缴保费必须大于 0") if _safe_number(policy.get("payYears")) <= 0: err("PAY_YEARS_INVALID", "缴费年期必须大于 0") benefit_rows = plan.get("benefitRows", []) if len(benefit_rows) < 20: err("BENEFIT_ROWS_INCOMPLETE", f"利益演示行数不足(当前 {len(benefit_rows)} 行,至少需要 20 行)") if benefit_rows and not _is_continuous(benefit_rows): err("BENEFIT_ROWS_DISCONTINUOUS", "利益演示保单年度不连续") source = plan.get("source", {}) if not source.get("pdfHash"): err("SOURCE_HASH_MISSING", "缺少 PDF 哈希(来源追溯)") if not any(r.get("sourcePage") for r in benefit_rows): warn("BENEFIT_SOURCE_PAGE_MISSING", "利益演示缺少来源页码") withdrawal_rows = plan.get("withdrawalRows", []) if withdrawal_rows and not _is_continuous(withdrawal_rows): err("WITHDRAWAL_ROWS_DISCONTINUOUS", "退保演示保单年度不连续") if withdrawal_rows and not any(r.get("sourcePage") for r in withdrawal_rows): warn("WITHDRAWAL_SOURCE_PAGE_MISSING", "退保演示缺少来源页码") if not withdrawal_rows: warn("WITHDRAWAL_ROWS_MISSING", "无退保数据(正式 PPT 将隐藏退保页面)") return issues def validate_formal_ci_plan(plan: dict) -> list[FormalDeckIssue]: """验证归一化重疾险数据。""" issues = [] def err(code, msg): issues.append(FormalDeckIssue(code, "error", msg)) if not plan.get("productName"): err("CI_PRODUCT_NAME_MISSING", "产品名称缺失") if not plan.get("insured", {}).get("age"): err("CI_INSURED_AGE_MISSING", "被保险人年龄缺失") if _safe_number(plan.get("policy", {}).get("sumInsured")) <= 0: err("CI_SUM_INSURED_INVALID", "保额必须大于 0") if _safe_number(plan.get("policy", {}).get("annualPremium")) <= 0: err("CI_ANNUAL_PREMIUM_INVALID", "年缴保费必须大于 0") if _safe_number(plan.get("policy", {}).get("payYears")) <= 0: err("CI_PAY_YEARS_INVALID", "缴费年期必须大于 0") if not plan.get("coverageItems"): err("CI_COVERAGE_ITEMS_MISSING", "保障项目列表为空") return issues def validate_formal_iul_plan(plan: dict) -> list[FormalDeckIssue]: """验证归一化 IUL 数据。""" issues = [] def err(code, msg): issues.append(FormalDeckIssue(code, "error", msg)) if not plan.get("productName"): err("IUL_PRODUCT_NAME_MISSING", "产品名称缺失") if not plan.get("insured", {}).get("age"): err("IUL_INSURED_AGE_MISSING", "被保险人年龄缺失") if _safe_number(plan.get("policy", {}).get("sumInsured")) <= 0: err("IUL_SUM_INSURED_INVALID", "保额必须大于 0") if not plan.get("indexAccounts"): err("IUL_INDEX_ACCOUNT_MISSING", "指数账户配置为空") benefit_rows = plan.get("benefitRows", []) if len(benefit_rows) < 20: err("IUL_BENEFIT_ROWS_INCOMPLETE", f"利益演示行数不足(当前 {len(benefit_rows)} 行)") if benefit_rows and not _is_continuous(benefit_rows): err("IUL_BENEFIT_ROWS_DISCONTINUOUS", "利益演示保单年度不连续") source = plan.get("source", {}) if not source.get("pdfHash"): err("IUL_SOURCE_HASH_MISSING", "缺少 PDF 哈希") if benefit_rows and not any(r.get("sourcePage") for r in benefit_rows): err("IUL_SOURCE_PAGE_MISSING", "利益演示缺少来源页码") # 缴费年期一致性检查 payment_period = plan.get("policy", {}).get("paymentPeriod", "") if benefit_rows and payment_period: # 通过数据检测实际缴费年数 detected_years = 0 for i in range(1, len(benefit_rows)): prev = _safe_number(benefit_rows[i - 1].get("totalPremiumPaid")) curr = _safe_number(benefit_rows[i].get("totalPremiumPaid")) if curr > prev: detected_years += 1 # 解析声明的缴费年期 stated_years = _extract_years(payment_period) if stated_years > 0 and detected_years > 0 and abs(detected_years - stated_years) > 1: err("IUL_PAY_TERM_MISMATCH", f"缴费年期不一致:声明 {stated_years} 年,数据检测 {detected_years} 年") # 年龄合理性检查 for row in benefit_rows: if isinstance(row, dict): age = _safe_number(row.get("age")) if age > 0 and (age < 0 or age > 150): err("IUL_AGE_OUT_OF_RANGE", f"年龄超出合理范围: {age}") break return issues def validate_savings_metrics(metrics: dict) -> list[ValidationIssue]: """验证储蓄险关键指标。""" issues = [] if not metrics.get("productName"): issues.append(ValidationIssue("productName", "产品名称缺失", "error")) if _safe_number(metrics.get("insuredAge")) <= 0: issues.append(ValidationIssue("insuredAge", "被保险人年龄无效", "error")) if not metrics.get("currency"): issues.append(ValidationIssue("currency", "货币缺失", "error")) if _safe_number(metrics.get("annualPremium")) <= 0: issues.append(ValidationIssue("annualPremium", "年缴保费无效", "error")) if _safe_number(metrics.get("payYears")) <= 0: issues.append(ValidationIssue("payYears", "缴费年期无效", "error")) if metrics.get("multiple20") is None: issues.append(ValidationIssue("multiple20", "20年倍数缺失", "warn")) if metrics.get("multiple30") is None: issues.append(ValidationIssue("multiple30", "30年倍数缺失", "warn")) if metrics.get("breakevenYear") is None: issues.append(ValidationIssue("breakevenYear", "回本年度缺失", "warn")) return issues def _safe_number(value) -> float: if value is None: return 0 try: return float(value) except (ValueError, TypeError): return 0 def _extract_years(value) -> int: import re if value is None: return 0 match = re.search(r"\d+(?:\.\d+)?", str(value)) return int(float(match.group())) if match else 0