fix(alerts): enforce caliber ruling R5-supp (period linkage)

deviation_engine: link kpi_value_id on deviation/trend alert rows; skip when period not attributable or kpi_values row missing; dedupe key now (entity_id,kpi_id,kpi_value_id,alert_type)

deviation_push: same-source R1/R5 guards, no-period request writes nothing

tests: add test_alert_caliber_r5_residual_20260919 (13 cases incl. negative controls); adapt r1r4/r5 fixtures to the supplemental ruling
This commit is contained in:
Hermes CI Fix
2026-09-19 11:12:31 +08:00
parent 5a99ed87e0
commit 8c5853f64b
5 changed files with 497 additions and 91 deletions
+37 -6
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@@ -8,9 +8,10 @@ from app.database import get_db
from app.auth_middleware import require_auth, require_role
from app.deps import get_entity_id
from app.models import StrategicMap, KPIDefinition, KPIValue, KPIAlert, OperationLog, ActionPlan, BudgetPlan
# 裁定 R5-补1(2026-09-19 财务口径):差异反打路径同源接入 R1/R5 守卫
from app.utils.alert_entity_scope import entity_alert_guard, guard_alert_period
import json
import logging
from datetime import datetime
logger = logging.getLogger("cma.deviation_push")
@@ -49,6 +50,22 @@ def push_deviation_to_map(
if new_value is None:
raise HTTPException(400, "缺少 newValue")
# R5-补1(财务裁定 2026-09-19):「请求体无 period 一律不落库」
# 旧码在缺 period 时用当月冒充期间再落库(预警 + kpi_values 双写)——
# 该兜底正好绕过 R5「可归期」判据,故此处直接整请求零业务写入返回。
if not period:
logger.info(
"R5-补1 期间守卫:deviation_push 请求无 period,整请求零业务写入"
" entity_id=%s map_id=%s node_id=%s", entity_id, map_id, node_id)
return {
"success": False,
"message": "缺少 period:按 R5-补1(期间不可归期)未落库任何数据",
"alert_created": False,
"alert_skipped_reason": "no_period",
"zero_write": True,
"review_topic_created": False,
}
# 1. 查找战略地图(2026-09-18 派生单: 地图须归属会话账套,NULL 归属按 e1 兼容)
m = db.query(StrategicMap).filter(StrategicMap.id == map_id).first()
if not m or (m.entity_id or 1) != entity_id:
@@ -95,9 +112,8 @@ def push_deviation_to_map(
raise HTTPException(404, f"KPI {kpi_code} 不存在")
# 3. 更新实际值到 KPIValue 表
if not period:
period = datetime.now().strftime("%Y-%m")
#(R5-补1:period 已在上方强制校验,原「缺 period 用当月兜底」分支已删除——
# 该兜底会伪造期间,正是 R5「不可归期」的成因之一)
existing_value = db.query(KPIValue).filter(
KPIValue.kpi_id == kpi.id,
KPIValue.period == period,
@@ -106,20 +122,22 @@ def push_deviation_to_map(
if existing_value:
existing_value.actual_value = new_value
existing_value.source_type = "manual"
kv_row = existing_value
else:
kv = KPIValue(
kv_row = KPIValue(
kpi_id=kpi.id,
period=period,
actual_value=new_value,
source_type="manual",
)
db.add(kv)
db.add(kv_row)
db.flush()
# 4. 检查是否触发预警
alert_created = False
alert_id = None
alert_skipped_reason = None
if kpi.target_value and kpi.target_value > 0:
ratio = new_value / kpi.target_value
if ratio < 0.7:
@@ -132,9 +150,20 @@ def push_deviation_to_map(
alert_level = None
if alert_level:
# R1/R5 双守卫(裁定 R5-补1):demo 账套 / 非规整月期间 → 该 kpi_alerts 行不入库,
# 返回体登记跳过原因(KPI 值照写,与 bot_bridge 同口径:裁定只约束预警行)
if not entity_alert_guard(db, entity_id, source="deviation_push.push_deviation_to_map",
detail="kpi=%s" % kpi_code):
alert_skipped_reason = "R1_demo_entity_excluded"
elif not guard_alert_period(period, source="deviation_push.push_deviation_to_map",
detail="kpi=%s" % kpi_code):
alert_skipped_reason = "R5_non_attributable_period"
if alert_skipped_reason is None:
alert = KPIAlert(
entity_id=kpi.entity_id or 1, # 2026-09-13 F1: 显式写归属
kpi_id=kpi.id,
kpi_value_id=kv_row.id, # R5-补1: 期间关联(同 kpi 同期间行 → 可派生)
alert_level=alert_level,
alert_message=alert_msg,
status="pending",
@@ -180,6 +209,7 @@ def push_deviation_to_map(
"new_value": new_value,
"period": period,
"alert_created": alert_created,
"alert_skipped_reason": alert_skipped_reason,
"review_topic_created": review_topic_created,
}, ensure_ascii=False),
)
@@ -194,6 +224,7 @@ def push_deviation_to_map(
"new_value": new_value,
"alert_created": alert_created,
"alert_id": alert_id,
"alert_skipped_reason": alert_skipped_reason,
"review_topic_created": review_topic_created,
}
+71 -8
View File
@@ -17,6 +17,7 @@ from app.models import KPIDefinition, KPIValue, KPIAlert, BudgetPlan, SystemConf
# 裁定 R1/R2/R3(2026-09-19 财务口径):demo 账套排除 / 期间窗口 / 规整月期间
from app.utils.alert_entity_scope import (
excluded_entity_ids, kpi_excluded, period_in_window, window_lower_period,
guard_alert_period, # R5-补1(2026-09-19):期间可归期 + 关联 kpi_values
)
logger = logging.getLogger("cma.deviation")
@@ -80,13 +81,46 @@ def get_budget_for_kpi(db, kpi_id: int, period: str, version: str = None) -> Opt
return plan.budget_value if plan else None
def get_actual_for_kpi(db, kpi_id: int, period: str) -> Optional[float]:
"""获取指定KPI在指定期间的实际值"""
val = db.query(KPIValue).filter(
def get_kpi_value_row(db, kpi_id: int, period: str):
"""取 (kpi_id, period) 的 KPIValue 行(取行口径唯一来源)。
与 get_actual_for_kpi 同源:预警行关联的 kpi_values 行 = 数值来源那一行。
"""
return db.query(KPIValue).filter(
KPIValue.kpi_id == kpi_id,
KPIValue.period == period,
).order_by(KPIValue.calculated_at.desc()).first()
return val.actual_value if val else None
def get_actual_for_kpi(db, kpi_id: int, period: str) -> Optional[float]:
"""获取指定KPI在指定期间的实际值"""
row = get_kpi_value_row(db, kpi_id, period)
return row.actual_value if row else None
def resolve_alert_kpi_value(db, kpi, period: str):
"""R5-补1(财务裁定 2026-09-19):解析差异/趋势预警行必须关联的 `kpi_values` 行。
裁定原文:「此类预警行必须在落库时写入 `kpi_value_id`,指向 **同 `entity_id` +
同 `kpi_id` + 文案所示规整月期间** 的 `kpi_values` 行。文案期间不可解析为 `YYYY-MM`,
或该 (kpi_id, period) 无 `kpi_values` 行 → 按 R5 `guard_alert_period` 跳过不入库
(不得以 `kpi_value_id=NULL` 落行——『文案里有期间』不构成可归期)。」
- 账套约束由 `kpi_id` 传递:KPIDefinition 归属单一账套,故 kpi_id 已唯一确定 entity_id;
取行口径与 `get_kpi_value_row`(= `get_actual_for_kpi` 的来源行)完全一致,
保证「预警关联的那一行」就是该预警数值的来源行,不会关联到别的账套/别的期间。
- 返回 `(kpi_value_row | None, skip_reason | None)`;跳过原因供调用点计数与日志。
"""
if not guard_alert_period(period, source="deviation_engine.resolve_alert_kpi_value",
detail="kpi=%s" % getattr(kpi, "kpi_code", "")):
return None, "R5_non_attributable_period"
row = get_kpi_value_row(db, kpi.id, period)
if row is None:
logger.info(
"R5-补1 期间关联:跳过不入库(该 (kpi, period) 无 kpi_values 行,期间不可派生)"
" kpi=%s period=%s", getattr(kpi, "kpi_code", ""), period)
return None, "no_kpi_value_row"
return row, None
def calc_period_deviation(db, kpi_id: int, period: str) -> dict:
@@ -320,6 +354,10 @@ def run_deviation_check(db_session, period: str = None) -> int:
2026-09-19 财务口径裁定 R1/R2/R3(`alert_entity_scope`):
· R1 —— `status='demo'` 的账套不参与遍历(demo 仅演示,不产生业务预警);
· R2/R3 —— 期间须为规整月 `YYYY-MM` 且落在窗口(当月往前 6 个自然月,含当月)内。
· R5-补1 —— 差异/趋势分支**必须落 `kpi_value_id` 关联**(同 kpi 同期间的 `kpi_values` 行);
文案期间不可解析为 `YYYY-MM` 或该 (kpi, period) 无 `kpi_values` 行 → 跳过不入库;
趋势类以「计算基准期(趋势末端当期)」为关联期间;差异类去重键
= `(entity_id, kpi_id, kpi_value_id, alert_type)`。
"""
if period is None:
period = datetime.now().strftime("%Y-%m")
@@ -335,6 +373,8 @@ def run_deviation_check(db_session, period: str = None) -> int:
new_count = 0
skipped_demo = 0
skipped_period_linkage = 0
skipped_linkage_kpis = []
for kpi in kpis:
# R1(裁定 2026-09-19):demo 演示账套不参与预警遍历
if kpi_excluded(db_session, kpi, excluded):
@@ -349,12 +389,22 @@ def run_deviation_check(db_session, period: str = None) -> int:
f"vs 预算{deviation['budget_value']},"
f"差异率{deviation['deviation_rate']}%"
)
alert_type = result["alert_type"] or "actual"
# 检查是否已有同KPI同期间的差异预警
# R5-补1(裁定 2026-09-19):期间可归期 + 必须落 kpi_value_id 关联
#(文案里的期间不构成可归期;无 kpi_values 行 → 跳过不入库)
linked_kv, _skip_reason = resolve_alert_kpi_value(db_session, kpi, period)
if linked_kv is None:
skipped_period_linkage += 1
skipped_linkage_kpis.append("%s[%s]" % (kpi.kpi_code, period))
else:
# 去重键(R5-补1 变更):(entity_id, kpi_id, kpi_value_id, alert_type)
#(原按 `alert_message contains period` 判断,改关联后按可归期目标去重)
existing = db_session.query(KPIAlert).filter(
KPIAlert.entity_id == (kpi.entity_id or 1),
KPIAlert.kpi_id == kpi.id,
KPIAlert.alert_message.contains("[差异预警]"),
KPIAlert.alert_message.contains(period),
KPIAlert.kpi_value_id == linked_kv.id,
KPIAlert.alert_type == alert_type,
KPIAlert.status.in_(["pending", "processing"]),
).first()
@@ -362,9 +412,10 @@ def run_deviation_check(db_session, period: str = None) -> int:
alert = KPIAlert(
entity_id=kpi.entity_id or 1, # 2026-09-13 F1: 显式写归属(原缺省=1 串账套)
kpi_id=kpi.id,
kpi_value_id=linked_kv.id, # R5-补1: 期间经该行可派生(可归期)
alert_level=result["kpi_alert_level"],
alert_message=f"[差异预警] {alert_msg}",
alert_type=result["alert_type"] or "actual",
alert_type=alert_type,
suggestion=result["suggestion"],
status="pending",
)
@@ -376,6 +427,14 @@ def run_deviation_check(db_session, period: str = None) -> int:
trend = check_trend_anomaly(db_session, kpi.id, period, consecutive=3)
if trend.get("anomaly") and trend.get("level") in ("yellow", "red"):
trend_alert_msg = trend["message"]
# R5-补1:趋势类以「计算基准期(趋势末端当期)」为关联期间;该期无行 → 跳过
trend_periods = trend.get("periods") or []
base_period = trend_periods[-1] if trend_periods else period
linked_kv, _skip_reason = resolve_alert_kpi_value(db_session, kpi, base_period)
if linked_kv is None:
skipped_period_linkage += 1
skipped_linkage_kpis.append("%s[%s]" % (kpi.kpi_code, base_period))
else:
existing_trend = db_session.query(KPIAlert).filter(
KPIAlert.kpi_id == kpi.id,
KPIAlert.alert_message.contains("[趋势预警]"),
@@ -386,6 +445,7 @@ def run_deviation_check(db_session, period: str = None) -> int:
alert = KPIAlert(
entity_id=kpi.entity_id or 1, # 2026-09-13 F1: 显式写归属
kpi_id=kpi.id,
kpi_value_id=linked_kv.id, # R5-补1: 趋势末端当期关联
alert_level=trend["level"],
alert_message=f"[趋势预警] {trend_alert_msg}",
status="pending",
@@ -396,6 +456,9 @@ def run_deviation_check(db_session, period: str = None) -> int:
if skipped_demo:
logger.info(" 差异预警跳过 demo 账套 KPI %s 项(R1,裁定 2026-09-19)", skipped_demo)
if skipped_period_linkage:
logger.info(" 差异/趋势预警跳过(R5-补1 期间不可归期或无 kpi_values 行)KPI %s 项: %s",
skipped_period_linkage, skipped_linkage_kpis)
db_session.commit()
return new_count
@@ -158,10 +158,13 @@ class TestR1DemoEntityExcluded:
import app.utils.deviation_engine as de
_demo_and_active(db)
create_test_kpi(db, kpi_code="DEMO_REVENUE", kpi_name="演示收入",
k_demo = create_test_kpi(db, kpi_code="DEMO_REVENUE", kpi_name="演示收入",
entity_id=6, unit="%", threshold_red=RED_EXPR)
create_test_kpi(db, kpi_code="F_REVENUE", kpi_name="营业收入",
k_real = create_test_kpi(db, kpi_code="F_REVENUE", kpi_name="营业收入",
entity_id=1, unit="%", threshold_red=RED_EXPR)
# R5-补1(2026-09-19):差异预警须落 kpi_value_id 关联,故夹具补该期间的 kpi_values 行
#(否则按补1 跳过不入库,本用例将观察不到「遍历范围」这一被测口径)
_kpi_value(db, k_real, "2026-08", 14.45, entity_id=1)
# 让所有 KPI 都「差异触发」,只观察遍历范围(不依赖预算数据形态)
monkeypatch.setattr(de, "build_deviation_alert",
lambda db_s, kpi, period, *a, **kw: {
+22 -30
View File
@@ -15,10 +15,15 @@
类A(可落地守卫,本套件 RED→GREEN 对象):期间已知、可能为伪期间的生成路径
—— 规则引擎(`latest_value.period` 按字符串 desc 取,`2026-H1` 会排在 `2026-09` 之前)、
Bot 写通道(`bot_bridge` / `bot_bridge_v2` 按显式 period 写)。
类B(现状登记,见 `TestR5ClassBStatusQuo`):设计上不携带月度期间的族(差异/趋势/集中度/
到期未收款/资金缺口预测),其期间**无从从库派生**(`kpi_value_id IS NULL`);
裁定边界原文「若日后确有『无期间合法预警』的业务需求,由产品侧另提,本裁定不预设」
→ 本单登记为待产品侧决策项,不做静默屏蔽(会灭掉既有族并触发既有套件失败)。
类B(现状登记,见 `TestR5ClassBStatusQuo`):设计上不携带月度期间的族(集中度/到期未收款/
资金缺口预测),其期间**无从从库派生**(`kpi_value_id IS NULL`)。
2026-09-19 补充裁定 R5-补(财务,收口两个残口)后本套件的口径变化:
- **补1**:差异/趋势/差异反打路径改为**必须落 `kpi_value_id`**(不可归期即跳过),
差异类去重键改 `(entity_id, kpi_id, kpi_value_id, alert_type)` → **差异/趋势已由类B 转入类A**,
其守卫与负对照用例落在 `tests/test_alert_caliber_r5_residual_20260919.py`;
- **补2**:类B「无月度期间族」**不屏蔽(现状保留)**,登记为已知例外,不再作为待决策项挂账
→ `TestR5ClassBStatusQuo` 由「待产品侧决策」的登记,改为「按补2 保留」的登记。
"""
from datetime import datetime
@@ -217,31 +222,18 @@ class TestR5BotWritePaths:
class TestR5ClassBStatusQuo:
"""类B 现状登记(非守卫断言)——1b 实测证据:这些生成路径产出的行**期间无从从库派生**。
裁定边界原文:「若日后确有『无期间合法预警』的业务需求,由产品侧另提,本裁定不预设」。
本单结论:按边界**不做静默屏蔽**(屏蔽会灭掉 423 行既有族 + 触发既有套件失败),
登记为待产品侧决策项。若产品侧裁定需屏蔽,本用例应随之更新。
裁定演进(2026-09-19 §补充裁定 R5-补2):类B「无月度期间族」**不屏蔽(现状保留)**,
理由 = 驱动量是日期/占比/趋势,可行动性不以月度期间为前提(属 R5 边界条款所指
「无期间合法预警」业务需求);屏蔽会一次性灭掉「到期未收款」等既有能力(存量 423 行族)
并触发既有套件失败 → **登记为已知例外,不再作为待决策项挂账**。
⚠ 差异路径原属本类,**已由补1 转入类A**(必须落 kpi_value_id,不可归期即跳过)——
其守卫与负对照用例见 `tests/test_alert_caliber_r5_residual_20260919.py`,
本类不再保留其「无期间关联」的现状断言(该断言与补1 冲突,已随裁定删除)。
类B 余族的现状登记同样落在该新套件(`TestR5ResidualClassBStatusQuo`)。
"""
def test_deviation_path_row_has_no_derivable_period(self, db: Session, monkeypatch):
"""差异预警路径(cron daily_sync 第 4 步):期间为规整月,但行内无 kpi_value 关联
⇒ 库内派生期间 = NULL(id 17 同类形态,可复现)"""
import app.utils.deviation_engine as de
_ent(db, 1, "active")
create_test_kpi(db, kpi_code="C_NEW_CLIENTS", kpi_name="新客户数", entity_id=1, unit="家")
monkeypatch.setattr(de, "build_deviation_alert",
lambda db_s, kpi, period, *a, **kw: {
"triggered": True, "kpi_alert_level": "red", "alert_type": "budget",
"suggestion": None,
"deviation": {"actual_value": 88.8, "budget_value": 10.0,
"deviation_rate": 788.0}})
monkeypatch.setattr(de, "check_trend_anomaly", lambda *a, **kw: {"anomaly": False})
n = de.run_deviation_check(db, period="2026-07")
db.expire_all()
rows = db.query(KPIAlert).all()
assert n == 1 and len(rows) == 1
assert rows[0].kpi_value_id is None, "差异预警不落 kpi_value 关联"
assert "[差异预警]" in rows[0].alert_message and "2026-07" in rows[0].alert_message, \
"期间存在于文案中,但不可由库派生(类B:待产品侧决定是否补关联)"
# 原 `test_deviation_path_row_has_no_derivable_period`(差异路径「无期间关联」现状断言)
# 已随 §补充裁定 R5-补1 删除:差异路径转为类A,必须落 kpi_value_id,不可归期即跳过。
# 替代用例(含负对照:旧逻辑取 NULL / 新逻辑取该期间行)见
# tests/test_alert_caliber_r5_residual_20260919.py::TestR5ResidualDeviationLinkage(6 例)。
@@ -0,0 +1,317 @@
# -*- coding: utf-8 -*-
"""预警「期间可归期」残口收敛测试(2026-09-19,任务 fullstack-20260919-alert-period-linkage-r5-residual)
依据:`wecom-finance/reports/CMA_预警口径裁定_20260919.md`
- **§R5**(2026-09-19):预警生效判据 = 期间为规整月 `YYYY-MM`;不可归期者不参与预警。
- **§补充裁定 R5-补1**(同日,收口残口一):差异/趋势/差异反打路径**必须落 `kpi_value_id`**
(指向同账套 + 同 KPI + 文案所示规整月期间的 `kpi_values` 行);文案期间不可解析为 `YYYY-MM`
或该 (kpi_id, period) 无 `kpi_values` 行 → 跳过不入库;趋势类以**趋势末端当期**为关联期间;
差异类去重键改为 `(entity_id, kpi_id, kpi_value_id, alert_type)`;
`deviation_push` 同源接入 `guard_alert_period` + `entity_alert_guard`,请求体无 `period` 一律不落库。
- **§补充裁定 R5-补2**(同日,收口残口二):类B「无月度期间族」**不屏蔽(现状保留)**,
登记为已知例外,不与类A 混算。
本套件每个「期间关联」用例均带**负对照**:夹具同时给出「旧逻辑会取到的目标(未关联 / 别期行)」
与「新逻辑应取到的目标」,断言新逻辑取新目标、且**不等于**旧目标——否则判据未生效也能通过。
"""
from datetime import datetime
import pytest
from sqlalchemy.orm import Session
from tests.conftest import create_test_kpi, create_test_user
from app.models import (Entity, KPIValue, KPIAlert, KPIDefinition, StrategicMap,
ActionPlan, OperationLog)
NOW = datetime(2026, 9, 19, 10, 0)
def _ent(db, eid, status, name=None):
db.add(Entity(id=eid, name=name or ("账套%d" % eid), short_name="e%d" % eid, status=status))
db.commit()
def _kpi_value(db, kpi, period, value, entity_id=None):
row = KPIValue(entity_id=entity_id, kpi_id=kpi.id, period=period, actual_value=value)
db.add(row)
db.commit()
return row
def _trigger_deviation(db, monkeypatch):
"""隔离趋势分支:只观察差异分支的落库形态"""
import app.utils.deviation_engine as de
monkeypatch.setattr(de, "build_deviation_alert",
lambda db_s, kpi, period, *a, **kw: {
"triggered": True, "kpi_alert_level": "red", "alert_type": "budget",
"suggestion": "探针建议",
"deviation": {"actual_value": 88.8, "budget_value": 10.0,
"deviation_rate": 788.0}})
monkeypatch.setattr(de, "check_trend_anomaly", lambda *a, **kw: {"anomaly": False})
return de
# ─────────────────── 残口一:差异/趋势路径期间关联(补1) ───────────────────
class TestR5ResidualDeviationLinkage:
def test_diff_alert_links_current_period_row_not_other_period(self, db: Session, monkeypatch):
"""差异预警必须关联「文案所示期间」那一行(负对照:不得关联别期行,也不得留空)
夹具两个 kpi_values 行:2026-06(旧逻辑在别处的可能目标 / 干扰项)与 2026-07(文案期间)。
"""
de = _trigger_deviation(db, monkeypatch)
_ent(db, 1, "active")
k = create_test_kpi(db, kpi_code="C_NEW_CLIENTS", kpi_name="新客户数", entity_id=1, unit="家")
kv_prev = _kpi_value(db, k, "2026-06", 60.0)
kv_cur = _kpi_value(db, k, "2026-07", 88.8)
n = de.run_deviation_check(db, period="2026-07")
db.expire_all()
rows = db.query(KPIAlert).all()
assert n == 1 and len(rows) == 1
assert rows[0].kpi_value_id == kv_cur.id, "新逻辑取新目标(文案期间 2026-07 的 kpi_values 行)"
assert rows[0].kpi_value_id != kv_prev.id, "负对照:不得关联别期行"
assert rows[0].kpi_value_id is not None, "负对照:旧逻辑取旧目标(NULL,期间不可派生)"
# 派生期间可复算 = 可归期
derived = db.query(KPIValue).filter(KPIValue.id == rows[0].kpi_value_id).first()
assert derived.period == "2026-07"
def test_diff_alert_skipped_when_no_kpi_value_row(self, db: Session, monkeypatch):
"""该 (kpi, period) 无 kpi_values 行 → 跳过不入库(不得以 NULL 关联落行)"""
de = _trigger_deviation(db, monkeypatch)
_ent(db, 1, "active")
create_test_kpi(db, kpi_code="C_NEW_CLIENTS", kpi_name="新客户数", entity_id=1, unit="家")
n = de.run_deviation_check(db, period="2026-07")
db.expire_all()
assert n == 0
assert db.query(KPIAlert).count() == 0
def test_trend_alert_links_trend_end_period(self, db: Session, monkeypatch):
"""趋势类以「计算基准期(趋势末端当期)」为关联期间(负对照:不得关联趋势起点期)"""
import app.utils.deviation_engine as de
monkeypatch.setattr(de, "build_deviation_alert", lambda *a, **kw: {"triggered": False})
_ent(db, 1, "active")
k = create_test_kpi(db, kpi_code="SALES_TOTAL", kpi_name="销售额", entity_id=1, unit="元")
kv_start = _kpi_value(db, k, "2026-05", 30.0)
_kpi_value(db, k, "2026-06", 20.0)
kv_end = _kpi_value(db, k, "2026-07", 10.0) # 连续 3 期下滑 → 趋势末端
n = de.run_deviation_check(db, period="2026-07")
db.expire_all()
rows = db.query(KPIAlert).all()
assert n == 1 and len(rows) == 1
assert "[趋势预警]" in rows[0].alert_message
assert rows[0].kpi_value_id == kv_end.id, "新逻辑:关联趋势末端当期"
assert rows[0].kpi_value_id != kv_start.id, "负对照:不得关联趋势起点期"
assert rows[0].kpi_value_id is not None, "负对照:旧逻辑取旧目标(NULL)"
def test_trend_alert_skipped_when_base_period_not_attributable(self, db: Session, monkeypatch):
"""趋势末端期间不可归期(非 YYYY-MM)→ 跳过不入库(补1:文案期间不可解析即跳过)"""
import app.utils.deviation_engine as de
monkeypatch.setattr(de, "build_deviation_alert", lambda *a, **kw: {"triggered": False})
monkeypatch.setattr(de, "check_trend_anomaly",
lambda *a, **kw: {"anomaly": True, "level": "yellow",
"message": "连续3期下滑", "periods": ["2026-H1"]})
_ent(db, 1, "active")
create_test_kpi(db, kpi_code="SALES_TOTAL", kpi_name="销售额", entity_id=1, unit="元")
n = de.run_deviation_check(db, period="2026-07")
db.expire_all()
assert n == 0 and db.query(KPIAlert).count() == 0
def test_diff_dedupe_key_is_linkage_tuple(self, db: Session, monkeypatch):
"""去重键改为 (entity_id, kpi_id, kpi_value_id, alert_type)
负对照:预置一条「文案含同期间、但 kpi_value_id 为空」的历史行(= 旧去重键会命中的形态),
新逻辑按可归期目标去重 → 仍应补一条带关联的预警(而非被文案去重吃掉)。
"""
de = _trigger_deviation(db, monkeypatch)
_ent(db, 1, "active")
k = create_test_kpi(db, kpi_code="C_NEW_CLIENTS", kpi_name="新客户数", entity_id=1, unit="家")
_kpi_value(db, k, "2026-07", 88.8)
# 旧形态遗留行:文案带期间、无期间关联
db.add(KPIAlert(entity_id=1, kpi_id=k.id, kpi_value_id=None, alert_level="red",
alert_type="budget", status="pending",
alert_message="[差异预警] 新客户数[2026-07] 差异预警: 实际88.8 vs 预算10.0,差异率788.0%"))
db.commit()
n = de.run_deviation_check(db, period="2026-07")
db.expire_all()
rows = db.query(KPIAlert).order_by(KPIAlert.id).all()
assert n == 1 and len(rows) == 2, "新去重键按可归期目标判定 → 补一条带关联的行"
linked = [r for r in rows if r.kpi_value_id is not None]
assert len(linked) == 1 and linked[0].alert_type == "budget"
def test_diff_dedupe_does_not_duplicate_same_target(self, db: Session, monkeypatch):
"""正对照:同一可归期目标重复触发不重复入库(幂等)"""
de = _trigger_deviation(db, monkeypatch)
_ent(db, 1, "active")
k = create_test_kpi(db, kpi_code="C_NEW_CLIENTS", kpi_name="新客户数", entity_id=1, unit="家")
_kpi_value(db, k, "2026-07", 88.8)
assert de.run_deviation_check(db, period="2026-07") == 1
assert de.run_deviation_check(db, period="2026-07") == 0
assert db.query(KPIAlert).count() == 1
# ─────────────────── 残口三:deviation_push 的 R1/R5 缺口(补1) ───────────────────
class TestR5ResidualDeviationPush:
def _fixture(self, db, entity_id=1, code="TEST_001"):
k = create_test_kpi(db, kpi_code=code, kpi_name="探针KPI", entity_id=entity_id,
unit="%", target_value=100.0)
db.add(StrategicMap(entity_id=entity_id, title="探针地图", status="published",
dimensions=[{"key": "finance", "name": "财务维度",
"objectives": [{"name": "探针目标", "kpis": [code]}]}]))
db.commit()
m = db.query(StrategicMap).filter(StrategicMap.entity_id == entity_id).first()
return k, m
def _call(self, db, m, data, entity_id=1):
from app.api.deviation_push import push_deviation_to_map
from app.models import User
uname = "r5res%d" % entity_id
user = db.query(User).filter(User.username == uname).first()
if user is None:
user = create_test_user(db, username=uname, role="ceo")
return push_deviation_to_map(data=data, db=db, entity_id=entity_id, current_user=user)
def test_demo_entity_alert_skipped_value_still_written(self, db: Session):
"""R1:demo 会话账套不产生业务预警(KPI 值照写,与 bot_bridge 同口径)"""
_ent(db, 6, "demo", "演示企业(虚构数据)")
k, m = self._fixture(db, entity_id=6, code="DEMO_PUSH")
r = self._call(db, m, {"mapId": m.id, "nodeId": "finance-0", "newValue": 10.0,
"period": "2026-09", "createReviewTopic": False}, entity_id=6)
db.expire_all()
assert r["alert_created"] is False
assert r["alert_skipped_reason"] == "R1_demo_entity_excluded"
assert db.query(KPIAlert).count() == 0
assert db.query(KPIValue).filter(KPIValue.kpi_id == k.id).count() == 1, "值照写"
def test_pseudo_period_alert_skipped(self, db: Session):
"""R5:伪期间请求不产生预警行(返回体登记跳过原因)"""
_ent(db, 1, "active")
k, m = self._fixture(db, code="PSEUDO_PUSH")
r = self._call(db, m, {"mapId": m.id, "nodeId": "finance-0", "newValue": 10.0,
"period": "2026-H1", "createReviewTopic": False})
db.expire_all()
assert r["alert_created"] is False
assert r["alert_skipped_reason"] == "R5_non_attributable_period"
assert db.query(KPIAlert).count() == 0
def test_missing_period_zero_write(self, db: Session):
"""补1:「请求体无 period 一律不落库」——整请求零业务写入"""
_ent(db, 1, "active")
self._fixture(db, code="NOPERIOD_PUSH")
r = self._call(db, {"id": 1}, {"mapId": 1, "nodeId": "finance-0", "newValue": 10.0})
db.expire_all()
assert r["alert_created"] is False and r["zero_write"] is True
assert r["alert_skipped_reason"] == "no_period"
assert db.query(KPIValue).count() == 0, "不得用当月兜底冒充期间写值"
assert db.query(KPIAlert).count() == 0
assert db.query(ActionPlan).count() == 0
assert db.query(OperationLog).count() == 0
def test_valid_request_alert_links_request_period_row(self, db: Session):
"""正对照 + 期间关联:规整月 + active 账套 → 预警落库且关联本次请求期间的行"""
_ent(db, 1, "active")
k, m = self._fixture(db, code="VALID_PUSH")
kv_other = _kpi_value(db, k, "2026-08", 50.0) # 干扰项:别期行
r = self._call(db, m, {"mapId": m.id, "nodeId": "finance-0", "newValue": 10.0,
"period": "2026-09", "createReviewTopic": False})
db.expire_all()
assert r["alert_created"] is True and r["alert_skipped_reason"] is None
alert = db.query(KPIAlert).filter(KPIAlert.id == r["alert_id"]).first()
linked = db.query(KPIValue).filter(KPIValue.id == alert.kpi_value_id).first()
assert linked is not None and linked.period == "2026-09"
assert alert.kpi_value_id != kv_other.id, "负对照:不得关联别期行"
def test_repeat_push_reuses_value_row_linkage(self, db: Session):
"""同一 (kpi, period) 二次反打 → kpi_values 行复用(值就地更新,不新增行)
现状登记:本端点**无预警去重**(第二次反打仍落一条 pending 预警,关联同一 `kpi_values` 行)——
裁定 R5-补1 未规定该端点的去重语义(只规定了差异/趋势类的去重键),故按现状登记,
见报告「观察项」;本用例只锁「期间关联一致 + kpi_values 不重复」这两条已定口径。
"""
_ent(db, 1, "active")
k, m = self._fixture(db, code="REPEAT_PUSH")
d = {"mapId": 1, "nodeId": "finance-0", "newValue": 10.0,
"period": "2026-09", "createReviewTopic": False}
r1 = self._call(db, m, dict(d))
r2 = self._call(db, m, dict(d))
db.expire_all()
assert db.query(KPIValue).filter(KPIValue.kpi_id == k.id).count() == 1, "值行复用"
rows = db.query(KPIAlert).order_by(KPIAlert.id).all()
assert len(rows) == 2, "现状登记:该端点无预警去重"
assert rows[0].kpi_value_id == rows[1].kpi_value_id, "两次反打关联同一期间行"
assert r1["alert_id"] != r2["alert_id"]
# ─────────────────── 残口二:类B 不屏蔽(补2,现状登记) ───────────────────
class TestR5ResidualClassBStatusQuo:
"""补2 裁定:类B「无月度期间族」**不屏蔽(现状保留)**,登记为已知例外。
本类为**现状登记**(非守卫断言):这些族的驱动量是日期/占比/趋势,其可行动性不以月度期间
为前提;屏蔽会灭掉「到期未收款」等既有能力(存量 423 行族)并触发既有套件失败。
若产品侧日后改判屏蔽,本类应随之更新(与 `test_alert_caliber_r5_20260919.py` 同口径)。
"""
def test_customer_concentration_site_still_writes_without_linkage(self, db: Session, monkeypatch):
"""集中度(类B,alert_rules:940)落库仍**不经** R5 期间守卫 → 行内无 kpi_value 关联
夹具以 monkeypatch 替代占比计算,观察点 = 「落库是否被期间守卫拦截」。
"""
from app.api import alert_rules as ar
ar.AlertRule.__table__.create(bind=db.get_bind(), checkfirst=True)
_ent(db, 1, "active")
k = create_test_kpi(db, kpi_code="CONC_KPI", kpi_name="客户集中度", entity_id=1, unit="%")
db.add(ar.AlertRule(entity_id=1, kpi_id=k.id, rule_type="customer_concentration", enabled=1,
params={"threshold": 30}))
db.commit()
monkeypatch.setattr(ar, "_check_customer_concentration",
lambda *a, **kw: ("red", "[客户集中度] 探针 占比 88%"))
r = ar.run_customer_concentration_check(db=db, entity_id=1)
db.expire_all()
rows = db.query(KPIAlert).filter(KPIAlert.alert_type == "concentration").all()
assert r["generated"] == 1 and len(rows) == 1, "类B 现状保留:集中度预警照常入库"
assert rows[0].kpi_value_id is None, "类B 行不携带月度期间(登记形态)"
def test_class_b_creation_sites_have_no_r5_period_guard(self):
"""登记:类B 其余创建点(集中度/预测值/资金缺口/到期未收款)**未接入** R5 期间守卫
判据 = 源码级登记(这些文件在本单中零改动),与 `git diff --stat` 互为佐证。
"""
import inspect
from app.api import alert_rules as ar
from app.utils import cash_forecast_engine as cfe
for fn in (ar.run_customer_concentration_check,
ar.run_forecast_alert_check,
cfe.check_cash_alerts):
src = inspect.getsource(fn)
assert "guard_alert_period" not in src, fn.__name__