- 新增 25+ 条风险规则(预算/报销/申请/通用类),完善风险规则模拟与反馈发布机制 - 引入费用审批动态路由、平台风险分级、预审与风险阶段管理 - 预算中心列表化改造,优化票据夹仪表盘与数字员工工作看板 - 新增 Hermes 风险线索收集器、Agent 链路追踪中心 - 扩展数字员工能力库(18 个领域 Skill)与交通费用自动预估 - 完善报销申请快速预览、权限控制与前端测试覆盖
196 lines
6.5 KiB
Python
196 lines
6.5 KiB
Python
from __future__ import annotations
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from datetime import UTC, date, datetime
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from decimal import Decimal
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import pytest
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from app.models.financial_record import ExpenseClaim, ExpenseClaimItem
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from app.services.risk_rule_dsl_examples import (
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get_risk_rule_dsl_example,
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list_risk_rule_dsl_examples,
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)
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from app.services.risk_rule_dsl_validator import validate_risk_rule_draft
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from app.services.risk_rule_generation_interpreter import COMPOSITE_RULE_TEMPLATE_KEY
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from app.services.risk_rule_generation_ontology import FIELD_ONTOLOGY
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from app.services.risk_rule_template_executor import RiskRuleTemplateExecutor
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def test_dsl_examples_pass_validator() -> None:
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examples = list_risk_rule_dsl_examples()
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assert {example["code"] for example in examples} == {
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"travel_city_mismatch",
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"lodging_date_outside_range",
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"budget_threshold",
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"duplicate_invoice",
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"entertainment_per_capita_over_limit",
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}
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for example in examples:
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manifest = example["manifest"]
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normalized = validate_risk_rule_draft(
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manifest["params"],
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fields=list(FIELD_ONTOLOGY),
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natural_language=example["natural_language"],
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)
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assert normalized["template_key"] == COMPOSITE_RULE_TEMPLATE_KEY
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assert normalized["dsl_validation"]["status"] == "passed"
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assert normalized["conditions"]
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assert not normalized.get("keywords")
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@pytest.mark.parametrize(
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("code", "hit_contexts", "pass_contexts"),
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[
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(
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"travel_city_mismatch",
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[{"document_info": {"route_cities": ["武汉", "上海"]}}],
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[{"document_info": {"route_cities": ["武汉", "北京"]}}],
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),
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(
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"lodging_date_outside_range",
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[{"document_info": {"stay_start_date": "2026-05-08", "stay_end_date": "2026-05-13"}}],
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[{"document_info": {"stay_start_date": "2026-05-10", "stay_end_date": "2026-05-12"}}],
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),
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(
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"budget_threshold",
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[{"budget_context": {"remaining_amount": "1000.00"}}],
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[{"budget_context": {"remaining_amount": "2000.00"}}],
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),
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(
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"duplicate_invoice",
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[
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{"document_info": {"invoice_no": "INV-20260530-001"}},
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{"document_info": {"invoice_no": "INV-20260530-001"}},
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],
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[
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{"document_info": {"invoice_no": "INV-20260530-001"}},
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{"document_info": {"invoice_no": "INV-20260530-002"}},
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],
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),
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(
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"entertainment_per_capita_over_limit",
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[],
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[],
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),
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],
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)
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def test_dsl_examples_execute_hit_and_pass(
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code: str,
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hit_contexts: list[dict],
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pass_contexts: list[dict],
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) -> None:
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example = get_risk_rule_dsl_example(code)
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assert example is not None
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executor = RiskRuleTemplateExecutor()
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claim = _claim(amount=Decimal("1200.00"))
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if code == "entertainment_per_capita_over_limit":
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claim.expense_type = "业务招待费"
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claim.reason = "客户接待餐费"
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claim.attendee_count = 2
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claim.per_capita_amount = Decimal("600.00")
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hit_result = executor.evaluate(example["manifest"], claim=claim, contexts=hit_contexts)
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if code == "entertainment_per_capita_over_limit":
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claim.per_capita_amount = Decimal("400.00")
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pass_result = executor.evaluate(example["manifest"], claim=claim, contexts=pass_contexts)
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assert hit_result is not None
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assert pass_result is None
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def test_duplicate_invoice_example_reports_duplicate_evidence() -> None:
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example = get_risk_rule_dsl_example("duplicate_invoice")
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assert example is not None
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result = RiskRuleTemplateExecutor().evaluate(
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example["manifest"],
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claim=_claim(),
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contexts=[
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{"document_info": {"invoice_no": "INV-DUP-001"}},
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{"document_info": {"invoice_no": "INV-DUP-001"}},
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],
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)
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assert result is not None
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condition = result["evidence"]["conditions"][0]
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assert condition["operator"] == "duplicate_value"
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assert condition["duplicates"] == ["inv-dup-001"]
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def test_date_rule_uses_application_month_before_ticket_item_date() -> None:
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claim = _claim()
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claim.trip_start_date = None
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claim.trip_end_date = None
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claim.occurred_at = datetime(2026, 2, 20, tzinfo=UTC)
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claim.items[0].item_date = date(2026, 2, 20)
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claim.risk_flags_json = [
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{
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"source": "application_handoff",
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"application_detail": {
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"application_time": "6月",
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},
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}
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]
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manifest = {
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"template_key": COMPOSITE_RULE_TEMPLATE_KEY,
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"params": {
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"template_key": COMPOSITE_RULE_TEMPLATE_KEY,
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"conditions": [
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{
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"id": "ticket_date_outside_trip",
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"operator": "date_outside_range",
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"date_fields": ["item.item_date", "attachment.issue_date"],
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"range_start_fields": ["claim.trip_start_date"],
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"range_end_fields": ["claim.trip_end_date"],
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"tolerance_days": 0,
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}
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],
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"hit_logic": "ticket_date_outside_trip",
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"condition_summary": "ticket date outside trip window",
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},
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}
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result = RiskRuleTemplateExecutor().evaluate(
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manifest,
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claim=claim,
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contexts=[{"document_info": {"issue_date": "2026-02-20"}}],
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)
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assert result is not None
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condition = result["evidence"]["conditions"][0]
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assert condition["range_start"] == "2026-06-01"
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assert condition["range_end"] == "2026-06-30"
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assert condition["outside_dates"] == ["2026-02-20"]
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def _claim(*, amount: Decimal = Decimal("1000.00")) -> ExpenseClaim:
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claim = ExpenseClaim(
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claim_no="TEST-RISK-RULE-DSL",
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employee_name="测试员工",
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department_name="测试部门",
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expense_type="差旅费",
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reason="北京出差项目支持",
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location="北京",
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amount=amount,
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currency="CNY",
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invoice_count=2,
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occurred_at=datetime(2026, 5, 10, tzinfo=UTC),
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status="draft",
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)
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claim.trip_start_date = date(2026, 5, 10)
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claim.trip_end_date = date(2026, 5, 12)
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claim.items = [
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ExpenseClaimItem(
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item_date=date(2026, 5, 10),
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item_type="travel",
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item_reason="北京出差",
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item_location="北京",
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item_amount=amount,
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invoice_id="INV-ITEM-001",
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)
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]
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return claim
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