Files
X-Financial/server/tests/test_finance_dashboard_service.py
caoxiaozhu 7989f3a159 feat: 新增风险图谱算法与系统仪表盘及操作反馈体系
后端新增风险图谱算法模块、风险观察与反馈服务、规则 DSL
校验器和可解释性引擎,完善系统仪表盘和财务仪表盘统计,
优化 agent 运行和编排执行链路,清理旧开发文档,前端新增
系统趋势、负载热力图等多种仪表盘图表组件,完善操作反馈
对话框和工作台日期选择器,优化报销创建和审批详情交互,
补充单元测试覆盖。
2026-05-30 15:46:51 +08:00

156 lines
5.9 KiB
Python

from __future__ import annotations
from datetime import UTC, datetime, timedelta
from decimal import Decimal
from sqlalchemy import create_engine
from sqlalchemy.orm import Session, sessionmaker
from sqlalchemy.pool import StaticPool
from app.db.base import Base
from app.models.budget import BudgetAllocation, BudgetTransaction
from app.models.financial_record import ExpenseClaim
from app.models.risk_observation import RiskObservation
from app.services.finance_dashboard import FinanceDashboardService
def build_session() -> Session:
engine = create_engine(
"sqlite+pysqlite:///:memory:",
connect_args={"check_same_thread": False},
poolclass=StaticPool,
)
Base.metadata.create_all(bind=engine)
session_factory = sessionmaker(bind=engine, autoflush=False, autocommit=False)
return session_factory()
def test_finance_dashboard_service_aggregates_claim_risk_and_budget_data() -> None:
now = datetime.now(UTC)
with build_session() as db:
db.add_all(
[
ExpenseClaim(
claim_no="CLM-DASH-001",
employee_name="陈雨晴",
department_name="财务部",
expense_type="travel",
reason="项目差旅",
location="广州",
amount=Decimal("1200.00"),
invoice_count=2,
occurred_at=now - timedelta(hours=4),
submitted_at=now - timedelta(hours=3),
status="submitted",
approval_stage="finance_review",
risk_flags_json=[],
hermes_risk_flag=False,
created_at=now - timedelta(hours=4),
updated_at=now - timedelta(hours=3),
),
ExpenseClaim(
claim_no="CLM-DASH-002",
employee_name="顾成宇",
department_name="研发中心",
expense_type="meal",
reason="客户招待",
location="深圳",
amount=Decimal("800.00"),
invoice_count=1,
occurred_at=now - timedelta(days=1, hours=2),
submitted_at=now - timedelta(days=1, hours=1),
status="paid",
approval_stage="payment",
risk_flags_json=[{"label": "招待费超标"}],
hermes_risk_flag=False,
created_at=now - timedelta(days=1, hours=2),
updated_at=now - timedelta(days=1),
),
ExpenseClaim(
claim_no="CLM-DASH-003",
employee_name="李文静",
department_name="行政部",
expense_type="office",
reason="办公用品",
location="珠海",
amount=Decimal("5000.00"),
invoice_count=3,
occurred_at=now - timedelta(hours=1),
submitted_at=None,
status="draft",
approval_stage=None,
risk_flags_json=[],
hermes_risk_flag=False,
created_at=now - timedelta(hours=1),
updated_at=now - timedelta(hours=1),
),
]
)
db.add(
RiskObservation(
observation_key="risk-dashboard-001",
subject_type="expense_claim",
subject_key="CLM-DASH-002",
subject_label="CLM-DASH-002",
claim_no="CLM-DASH-002",
risk_type="policy",
risk_signal="amount_outlier",
title="金额异常",
risk_level="high",
status="pending_review",
created_at=now - timedelta(hours=2),
updated_at=now - timedelta(hours=2),
)
)
allocation = BudgetAllocation(
budget_no="BUD-DASH-001",
fiscal_year=now.year,
period_type="year",
period_key=f"{now.year}",
department_name="财务部",
subject_code="travel",
subject_name="差旅费",
original_amount=Decimal("10000.00"),
adjusted_amount=Decimal("0.00"),
status="active",
warning_threshold=Decimal("80.00"),
control_action="warn",
)
db.add(allocation)
db.flush()
db.add(
BudgetTransaction(
transaction_no="BTX-DASH-001",
allocation_id=allocation.id,
source_type="expense_claim",
source_id="CLM-DASH-002",
source_no="CLM-DASH-002",
transaction_type="consume",
amount=Decimal("4000.00"),
before_available_amount=Decimal("10000.00"),
after_available_amount=Decimal("6000.00"),
operator="finance",
reason="测试消耗",
created_at=now - timedelta(hours=1),
)
)
db.commit()
dashboard = FinanceDashboardService(db).build_dashboard(
range_key="近10日",
trend_range="近7天",
department_range="本月",
)
assert dashboard.has_real_data is True
assert dashboard.totals["pendingCount"] == 1
assert dashboard.totals["pendingAmount"] == 1200.0
assert dashboard.totals["riskCount"] == 1
assert dashboard.trend["applications"][-1] >= 1
assert dashboard.spend_by_category[0]["value"] == 1200.0
assert dashboard.department_ranking[0]["name"] == "财务部"
assert dashboard.department_ranking[0]["amount"] == 1200.0
assert dashboard.budget_summary["ratio"] == 40.0
assert dashboard.budget_summary["used"] == "¥4,000"