Files
inkreach-official-website/plans/feature/goods-data-cleaning-feature.md
T

281 lines
9.9 KiB
Markdown
Raw Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
# Goods Data Cleaning Implementation Plan
> **For agentic workers:** REQUIRED SUB-SKILL: Use executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
**Goal:** 用「备份 → 导出 → 脚本转换 → 导入 → 验证」的流水线,把右侧 SDS 原产品库(`origin_goods`)按规则批量配置为左侧官网商品(`goods`),替代后台手动逐个点击。直接作用于生产库。
**Background:**
- 后台 GoodsView 已实现手动配置能力:右侧树选原产品 → 选国家/品类/标签 → 生成 `goods` 记录。
- 手动逐个点击效率低,需要脚本化批量处理。
- 同步规则(品类映射 / 国家分配 / 标签分配 / 优先级策略)**尚未确定**,将在后续数据清洗计划中明确后填入 `data-cleaning/sync-rules.config.mjs`
**Architecture:** 三步式流水线,复用现有 export/import 脚本,只新写转换脚本与独立规则文件。规则文件占位先行——改规则不改代码。转换脚本为纯函数式(JSON in → JSON out),不直接连接数据库;导入前输出变更摘要报告作为人工检查点;导入前必须完成全量备份保证可回滚。
**Tech Stack:** Node.js ESM 脚本、@prisma/client(仅 export/import 使用)、PostgreSQL。
**目录约定:**
- 清洗相关脚本/规则/产物统一放根目录 `data-cleaning/`(见 [data-cleaning/README.md](../../data-cleaning/README.md)
- 复用现有 [apps/api/scripts/export-data.mjs](../../apps/api/scripts/export-data.mjs) 与 [apps/api/scripts/import-data.mjs](../../apps/api/scripts/import-data.mjs)
---
## 流水线总览
```
[生产库]
│ ① pg_dump 全量备份
② node scripts/export-data.mjs data-cleaning/runs/<date>/export.json
③ node data-cleaning/sync-transform.mjs data-cleaning/runs/<date>/export.json
→ 输出 transformed.json + change-report.md(人工检查点)
④ node scripts/import-data.mjs data-cleaning/runs/<date>/transformed.json
⑤ 验证:行数对比 / 抽查商品配置 / 官网公开 API 抽查
```
### Task 1: 创建规则文件占位 `sync-rules.config.mjs`
**Files:**
- Create: `data-cleaning/sync-rules.config.mjs`
- Test: 无(纯数据文件,由 Task 2 的测试覆盖加载逻辑)
- [x] **Step 1: 创建规则文件骨架**
```js
/**
* 商品数据清洗 — 同步规则配置
*
* 规则尚未确定。确定后只修改本文件,不改 sync-transform.mjs。
* 字段语义在规则确定时补充说明。
*/
export const rules = {
/** 品类映射:SDS 品类 → 本地品类(待定) */
categoryMapping: {
// '<sds_category_id 或名称>': '<本地 category_id 或名称>',
},
/** 国家分配:每条原产品生成哪些国家的 good(待定) */
countryAssignment: {
mode: 'none', // none | all | fixed | perCategory
fixedCountryIds: [],
perCategory: {},
},
/** 标签分配:新 good 挂哪些 tag(待定) */
tagAssignment: {
mode: 'none', // none | fixed | perCategory
fixedTagIds: [],
perCategory: {},
},
/** 优先级策略(待定) */
priority: {
defaultPriority: 0,
},
};
```
- [x] **Step 2: Commit**
```bash
git add data-cleaning/sync-rules.config.mjs
git commit -m "feat(data-cleaning): add sync rules config placeholder"
```
### Task 2: 创建转换脚本 `sync-transform.mjs`TDD
**Files:**
- Create: `data-cleaning/sync-transform.mjs`
- Test: `data-cleaning/sync-transform.test.mjs`
- [x] **Step 1: 写失败测试**
```js
// data-cleaning/sync-transform.test.mjs
import { describe, it, expect } from 'vitest';
import { transform } from './sync-transform.mjs';
import { rules } from './sync-rules.config.mjs';
const baseDump = () => ({
exportedAt: new Date().toISOString(),
tables: {
users: [], countries: [], categories: [], tag_groups: [], tags: [],
positions: [],
origin_goods: [
{ id: '1', sds_good_id: 'SDS-A', good_name: 'A', delisted: 'false', is_custom: 'false' },
{ id: '2', sds_good_id: 'SDS-B', good_name: 'B', delisted: 'true', is_custom: 'false' },
],
origin_good_variants: [], origin_good_details: [],
goods: [], good_tags: [], sync_logs: [],
},
});
describe('transform', () => {
it('rules 为空时原样返回且报告零变更', () => {
const dump = baseDump();
const { result, report } = transform(dump, rules);
expect(result.tables.goods).toHaveLength(0);
expect(report.created).toBe(0);
expect(result.tables.origin_goods).toHaveLength(2);
});
it('跳过已下架原产品', () => {
const dump = baseDump();
const testRules = { ...rules, countryAssignment: { mode: 'all' } };
const { report } = transform(dump, testRules);
// 只有未下架的 id=1 会生成 good
expect(report.created).toBe(1);
expect(report.skippedDelisted).toBe(1);
});
it('幂等:已存在的 (originGoodId,countryId) 不重复创建', () => {
const dump = baseDump();
dump.tables.goods = [
{ id: '100', origin_good_id: '1', country_id: '9', good_name: 'A', good_priority: '0' },
];
dump.tables.countries = [{ id: '9', country_name: 'US' }];
const testRules = {
...rules,
countryAssignment: { mode: 'fixed', fixedCountryIds: ['9'] },
};
const { report } = transform(dump, testRules);
expect(report.created).toBe(0);
expect(report.duplicates).toBe(1);
});
});
```
> 注:若仓库未配置 vitest 运行 `.mjs`,可用 `node --test`node:test)替代,断言等价改写。
- [x] **Step 2: 运行测试确认 RED**
Run: `cd apps/api && npx vitest run ../../data-cleaning/sync-transform.test.mjs`(或 `node --test data-cleaning/`
Expected: FAIL(模块不存在)
- [x] **Step 3: 最小实现**
```js
// data-cleaning/sync-transform.mjs
/**
* 数据转换脚本(纯函数式):读取导出 JSON + 规则文件,
* 输出待导入 JSONtransformed.json)与变更摘要(change-report.md)。
*
* Usage:
* node data-cleaning/sync-transform.mjs <export.json>
*/
import { readFileSync, writeFileSync, mkdirSync } from 'node:fs';
import { dirname } from 'node:path';
import { rules } from './sync-rules.config.mjs';
/** 纯函数:dump + rules → { result, report } */
export function transform(dump, rulesConfig) {
const tables = JSON.parse(JSON.stringify(dump.tables)); // deep clone
const countries = tables.countries;
const existingKeys = new Set(
tables.goods.map((g) => `${g.origin_good_id}:${g.country_id}`),
);
const report = { created: 0, duplicates: 0, skippedDelisted: 0, details: [] };
const activeCountries = countries.filter((c) => c.id);
for (const og of tables.origin_goods) {
if (og.delisted === 'true' || og.delisted === true) {
if (og.is_custom !== 'true' && og.is_custom !== true) report.skippedDelisted++;
continue;
}
let targets = [];
if (rulesConfig.countryAssignment.mode === 'all') {
targets = activeCountries.map((c) => c.id);
} else if (rulesConfig.countryAssignment.mode === 'fixed') {
targets = rulesConfig.countryAssignment.fixedCountryIds;
}
for (const countryId of targets) {
const key = `${og.id}:${countryId}`;
if (existingKeys.has(key)) { report.duplicates++; continue; }
const newId = String(
tables.goods.reduce((m, g) => Math.max(m, Number(g.id || 0)), 0) + 1,
);
tables.goods.push({
id: newId,
origin_good_id: og.id,
country_id: countryId,
category_id: rulesConfig.categoryMapping.default ?? '',
good_name: og.good_name,
good_priority: String(rulesConfig.priority.defaultPriority ?? 0),
});
existingKeys.add(key);
report.created++;
report.details.push(`+ good[${newId}] origin=${og.sds_good_id} country=${countryId}`);
}
}
return { result: { exportedAt: dump.exportedAt, tables }, report };
}
function main() {
const input = process.argv[2];
if (!input) {
console.error('Usage: node data-cleaning/sync-transform.mjs <export.json>');
process.exit(1);
}
const dump = JSON.parse(readFileSync(input, 'utf8'));
const { result, report } = transform(dump, rules);
mkdirSync(`${dirname(input)}/out`, { recursive: true });
writeFileSync(`${dirname(input)}/out/transformed.json`, JSON.stringify(result));
writeFileSync(
`${dirname(input)}/out/change-report.md`,
['# 变更摘要', `- 新增 goods: ${report.created}`, `- 重复跳过: ${report.duplicates}`,
`- 下架跳过: ${report.skippedDelisted}`, '', ...report.details.map((d) => `- ${d}`)].join('\n'),
);
console.log(JSON.stringify(report, null, 2));
}
// 测试环境下不自动执行 main
if (process.env.NODE_ENV !== 'test' && import.meta.url === `file://${process.argv[1]}`) {
main();
}
```
- [x] **Step 4: 运行测试确认 GREEN**
Run: `cd apps/api && npx vitest run ../../data-cleaning/sync-transform.test.mjs`
Expected: PASS3 个用例全过)
- [x] **Step 5: Commit**
```bash
git add data-cleaning/sync-transform.mjs data-cleaning/sync-transform.test.mjs
git commit -m "feat(data-cleaning): add pure transform script with tests"
```
### Task 3: 生产执行手册写入 README 并联调演练
**Files:**
- Modify: `data-cleaning/README.md`
- [x] **Step 1: 补充执行命令段**(备份 / 导出 / 转换 / 人工检查 / 导入 / 验证 六个步骤的确切命令与预期输出)
- [x] **Step 2: 本地或预发演练一次全流程**(规则为空应零变更),确认 change-report 为空、行数一致
- [x] **Step 3: Commit**
```bash
git add data-cleaning/README.md
git commit -m "docs(data-cleaning): add production runbook"
```
---
## 待定事项(规则确定后回填)
| 项 | 状态 | 回填位置 |
|----|------|----------|
| 品类映射规则 | 未定 | `data-cleaning/sync-rules.config.mjs#categoryMapping` |
| 国家分配策略 | 未定 | `...#countryAssignment` |
| 标签分配策略 | 未定 | `...#tagAssignment` |
| 优先级策略 | 未定 | `...#priority` |
| 规则细节文档 | 未定 | 后续数据清洗计划文件夹(本目录)内新建规则说明 md |