# LSFX Mock Server 异常账户命中流水后端 Implementation Plan

> **For agentic workers:** REQUIRED: Use superpowers:subagent-driven-development (if subagents available) or superpowers:executing-plans to implement this plan. Steps use checkbox (`- [ ]`) syntax for tracking.
>
> 仓库约束：当前仓库明确禁止开启 subagent，执行时统一使用 `superpowers:executing-plans`。

**Goal:** 在现有 `lsfx-mock-server` 中补齐异常账户命中计划、最小账户事实和可命中后端 SQL 的流水样本，让同一个 `logId` 下稳定命中 `SUDDEN_ACCOUNT_CLOSURE` 与 `DORMANT_ACCOUNT_LARGE_ACTIVATION`。

**Architecture:** 复用现有 `FileService -> FileRecord -> StatementService -> build_seed_statements_for_rule_plan(...)` 主链路，不新增独立接口或平行造数模块。异常账户能力拆成三层：`FileRecord` 持有命中计划与账户事实、`statement_rule_samples.py` 生成异常账户样本、`StatementService` 统一混入种子流水并继续补噪声与分页。

**Tech Stack:** Python 3, FastAPI, pytest, dataclasses, Markdown docs

---

## File Structure

- `lsfx-mock-server/services/file_service.py`: 扩展 `FileRecord`，增加异常账户规则池、命中计划和最小账户事实生成逻辑。
- `lsfx-mock-server/services/statement_rule_samples.py`: 定义异常账户事实结构，并新增两类异常账户样本生成器及统一接入点。
- `lsfx-mock-server/services/statement_service.py`: 消费 `FileRecord` 中新增的异常账户计划，让种子流水能混入异常账户命中样本。
- `lsfx-mock-server/tests/test_file_service.py`: 锁定异常账户命中计划与账户事实生成行为。
- `lsfx-mock-server/tests/test_statement_service.py`: 锁定异常账户样本日期窗口、金额阈值与服务层混入行为。
- `docs/reports/implementation/2026-03-31-lsfx-mock-server-abnormal-account-backend-implementation.md`: 记录本次 Mock 服务后端实施结果。
- `docs/tests/records/2026-03-31-lsfx-mock-server-abnormal-account-backend-verification.md`: 记录 pytest 验证命令、结果与进程清理结论。

## Task 1: 扩展 `FileRecord` 并锁定异常账户命中计划

**Files:**
- Modify: `lsfx-mock-server/services/file_service.py`
- Modify: `lsfx-mock-server/tests/test_file_service.py`
- Reference: `docs/design/2026-03-31-lsfx-mock-server-abnormal-account-design.md`

- [ ] **Step 1: Write the failing test**

先在 `lsfx-mock-server/tests/test_file_service.py` 中新增失败用例，锁定 `fetch_inner_flow(...)` 生成的 `FileRecord` 会携带异常账户命中计划和账户事实：

```python
def test_fetch_inner_flow_should_attach_abnormal_account_rule_plan():
    service = FileService(staff_identity_repository=FakeStaffIdentityRepository())

    response = service.fetch_inner_flow(
        {
            "groupId": 1001,
            "customerNo": "customer_abnormal_account",
            "dataChannelCode": "test_code",
            "requestDateId": 20240101,
            "dataStartDateId": 20240101,
            "dataEndDateId": 20240131,
            "uploadUserId": 902001,
        }
    )
    log_id = response["data"][0]
    record = service.file_records[log_id]

    assert hasattr(record, "abnormal_account_hit_rules")
    assert hasattr(record, "abnormal_accounts")
    assert isinstance(record.abnormal_account_hit_rules, list)
    assert isinstance(record.abnormal_accounts, list)
```

- [ ] **Step 2: Run test to verify it fails**

Run:

```bash
cd lsfx-mock-server
python3 -m pytest tests/test_file_service.py::test_fetch_inner_flow_should_attach_abnormal_account_rule_plan -v
```

Expected:

- `FAIL`
- 原因是 `FileRecord` 还没有异常账户相关字段

- [ ] **Step 3: Write minimal implementation**

在 `lsfx-mock-server/services/file_service.py` 中按最小路径补齐：

1. 新增规则池常量：

```python
ABNORMAL_ACCOUNT_RULE_CODES = [
    "SUDDEN_ACCOUNT_CLOSURE",
    "DORMANT_ACCOUNT_LARGE_ACTIVATION",
]
```

2. 扩展 `FileRecord` 字段：

```python
abnormal_account_hit_rules: List[str] = field(default_factory=list)
abnormal_accounts: List[dict] = field(default_factory=list)
```

3. 在 `_build_subset_rule_hit_plan(...)`、`_build_all_compatible_rule_hit_plan(...)`、`_apply_rule_hit_plan_to_record(...)` 中纳入 `abnormal_account_hit_rules`
4. 新增最小账户事实生成方法，并在 `fetch_inner_flow(...)` / 上传链路创建记录时写入 `abnormal_accounts`

- [ ] **Step 4: Run test to verify it passes**

Run:

```bash
cd lsfx-mock-server
python3 -m pytest tests/test_file_service.py::test_fetch_inner_flow_should_attach_abnormal_account_rule_plan -v
```

Expected:

- `PASS`
- `FileRecord` 已稳定保存异常账户命中计划和账户事实列表

- [ ] **Step 5: Commit**

```bash
git add lsfx-mock-server/services/file_service.py lsfx-mock-server/tests/test_file_service.py
git commit -m "补充异常账户命中计划与账户事实"
```

## Task 2: 先写异常账户样本生成器的失败测试

**Files:**
- Modify: `lsfx-mock-server/services/statement_rule_samples.py`
- Modify: `lsfx-mock-server/tests/test_statement_service.py`
- Reference: `docs/design/2026-03-31-lsfx-mock-server-abnormal-account-design.md`

- [ ] **Step 1: Write the failing tests**

在 `lsfx-mock-server/tests/test_statement_service.py` 中新增两条失败测试，分别锁定两条规则的样本口径：

```python
def test_sudden_account_closure_samples_should_stay_within_30_days_before_invalid_date():
    statements = build_sudden_account_closure_samples(
        group_id=1000,
        log_id=20001,
        account_fact={
            "account_no": "6222000000000001",
            "owner_id_card": "320101199001010030",
            "account_name": "测试员工工资卡",
            "status": 2,
            "effective_date": "2024-01-01",
            "invalid_date": "2026-03-20",
        },
        le_name="测试主体",
    )

    assert statements
    assert all("6222000000000001" == item["accountMaskNo"] for item in statements)
    assert all("2026-02-18" <= item["trxDate"][:10] < "2026-03-20" for item in statements)


def test_dormant_account_large_activation_samples_should_exceed_threshold_after_6_months():
    statements = build_dormant_account_large_activation_samples(
        group_id=1000,
        log_id=20001,
        account_fact={
            "account_no": "6222000000000002",
            "owner_id_card": "320101199001010030",
            "account_name": "测试员工工资卡",
            "status": 1,
            "effective_date": "2025-01-01",
            "invalid_date": None,
        },
        le_name="测试主体",
    )

    assert statements
    assert min(item["trxDate"][:10] for item in statements) >= "2025-07-01"
    assert sum(item["drAmount"] + item["crAmount"] for item in statements) >= 500000
    assert max(item["drAmount"] + item["crAmount"] for item in statements) >= 100000
```

- [ ] **Step 2: Run test to verify it fails**

Run:

```bash
cd lsfx-mock-server
python3 -m pytest tests/test_statement_service.py -k "sudden_account_closure or dormant_account_large_activation" -v
```

Expected:

- `FAIL`
- 原因是异常账户样本生成器尚不存在

- [ ] **Step 3: Write minimal implementation**

在 `lsfx-mock-server/services/statement_rule_samples.py` 中补齐最小实现：

1. 定义异常账户事实结构或约定字典字段
2. 新增：

```python
def build_sudden_account_closure_samples(...): ...
def build_dormant_account_large_activation_samples(...): ...
```

3. 造数要求：
   - `SUDDEN_ACCOUNT_CLOSURE` 所有流水落在销户前 30 天窗口内
   - `DORMANT_ACCOUNT_LARGE_ACTIVATION` 首笔流水晚于开户满 6 个月
   - 休眠账户样本同时满足累计金额和单笔最大金额阈值

- [ ] **Step 4: Run test to verify it passes**

Run:

```bash
cd lsfx-mock-server
python3 -m pytest tests/test_statement_service.py -k "sudden_account_closure or dormant_account_large_activation" -v
```

Expected:

- `PASS`
- 两类样本的日期和金额口径与设计一致

- [ ] **Step 5: Commit**

```bash
git add lsfx-mock-server/services/statement_rule_samples.py lsfx-mock-server/tests/test_statement_service.py
git commit -m "补充异常账户规则样本生成器"
```

## Task 3: 将异常账户样本接入统一种子流水构造

**Files:**
- Modify: `lsfx-mock-server/services/statement_rule_samples.py`
- Modify: `lsfx-mock-server/services/statement_service.py`
- Modify: `lsfx-mock-server/tests/test_statement_service.py`

- [ ] **Step 1: Write the failing service-level test**

在 `lsfx-mock-server/tests/test_statement_service.py` 中新增失败测试，锁定服务层会按命中计划混入异常账户样本：

```python
def test_generate_statements_should_follow_abnormal_account_rule_plan_from_file_record():
    file_service = FileService(staff_identity_repository=FakeStaffIdentityRepository())
    statement_service = StatementService(file_service=file_service)

    response = file_service.fetch_inner_flow(
        {
            "groupId": 1001,
            "customerNo": "customer_abnormal_rule_plan",
            "dataChannelCode": "test_code",
            "requestDateId": 20240101,
            "dataStartDateId": 20240101,
            "dataEndDateId": 20240131,
            "uploadUserId": 902001,
        }
    )
    log_id = response["data"][0]
    record = file_service.file_records[log_id]
    record.abnormal_account_hit_rules = ["SUDDEN_ACCOUNT_CLOSURE"]
    record.abnormal_accounts = [
        {
            "account_no": "6222000000000001",
            "owner_id_card": record.staff_id_card,
            "account_name": "测试员工工资卡",
            "status": 2,
            "effective_date": "2024-01-01",
            "invalid_date": "2026-03-20",
        }
    ]

    statements = statement_service._generate_statements(group_id=1001, log_id=log_id, count=80)

    assert any(item["accountMaskNo"] == "6222000000000001" for item in statements)
    assert any("销户" in item["userMemo"] or "异常账户" in item["userMemo"] for item in statements)
```

- [ ] **Step 2: Run test to verify it fails**

Run:

```bash
cd lsfx-mock-server
python3 -m pytest tests/test_statement_service.py::test_generate_statements_should_follow_abnormal_account_rule_plan_from_file_record -v
```

Expected:

- `FAIL`
- 原因是种子流水构造入口尚未消费异常账户命中计划

- [ ] **Step 3: Write minimal implementation**

实现顺序：

1. 在 `build_seed_statements_for_rule_plan(...)` 中增加 `abnormal_account_hit_rules` 入参消费
2. 根据 `abnormal_accounts` 逐条匹配调用对应样本生成器
3. 在 `StatementService._generate_statements(...)` 中把 `record.abnormal_account_hit_rules` 和 `record.abnormal_accounts` 传给样本构造入口

- [ ] **Step 4: Run targeted test to verify it passes**

Run:

```bash
cd lsfx-mock-server
python3 -m pytest tests/test_statement_service.py::test_generate_statements_should_follow_abnormal_account_rule_plan_from_file_record -v
```

Expected:

- `PASS`
- 服务层已能按 `FileRecord` 中的异常账户计划稳定混入命中样本

- [ ] **Step 5: Commit**

```bash
git add lsfx-mock-server/services/statement_rule_samples.py lsfx-mock-server/services/statement_service.py lsfx-mock-server/tests/test_statement_service.py
git commit -m "接入异常账户命中流水主链路"
```

## Task 4: 跑回归测试并补实施记录

**Files:**
- Create: `docs/reports/implementation/2026-03-31-lsfx-mock-server-abnormal-account-backend-implementation.md`
- Create: `docs/tests/records/2026-03-31-lsfx-mock-server-abnormal-account-backend-verification.md`
- Modify: `lsfx-mock-server/README.md`

- [ ] **Step 1: Run focused backend regression**

Run:

```bash
cd lsfx-mock-server
python3 -m pytest tests/test_file_service.py tests/test_statement_service.py -v
```

Expected:

- `PASS`
- 异常账户相关新增测试和既有流水造数测试均通过

- [ ] **Step 2: Run full mock-server regression**

Run:

```bash
cd lsfx-mock-server
python3 -m pytest tests/ -v
```

Expected:

- `PASS`
- 无异常账户改造引入的回归失败

- [ ] **Step 3: Update docs**

在实施记录中至少写明：

- 新增的异常账户命中计划字段
- 两类异常账户样本生成器
- 服务层如何接入现有种子流水主链路
- 验证命令与结果

在验证记录中至少写明：

- 执行过的 pytest 命令
- 结果摘要
- 本轮未启动额外前后端进程，因此无需清理残留进程

如果 README 已描述规则计划结构，同步补充 `abnormal_account_hit_rules` 说明；否则可只补最小联调说明。

- [ ] **Step 4: Re-run docs-relevant verification if README changed**

Run:

```bash
cd lsfx-mock-server
python3 -m pytest tests/test_statement_service.py -v
```

Expected:

- `PASS`

- [ ] **Step 5: Commit**

```bash
git add lsfx-mock-server/README.md docs/reports/implementation/2026-03-31-lsfx-mock-server-abnormal-account-backend-implementation.md docs/tests/records/2026-03-31-lsfx-mock-server-abnormal-account-backend-verification.md
git commit -m "完成异常账户Mock服务后端实施记录"
```