# 店匠平台技术对接指南

## 1. 概述

### 1.1 店匠平台介绍

[店匠（Shoplazza）](https://www.shoplazza.com) 是一个专为跨境电商设计的独立站建站平台，类似于 Shopify。商家可以快速搭建自己的品牌独立站，进行商品销售、订单管理、客户管理等运营。

店匠提供了开放的应用生态系统，第三方开发者可以开发应用插件（APP）并发布到店匠应用市场，为商家提供增值服务。

**核心特性：**
- 独立站建站和主题装修
- 商品、订单、客户管理
- 多语言和多货币支持
- 开放的 Admin API
- Webhook 事件通知
- OAuth 2.0 授权机制

### 1.2 对接目标

本文档旨在帮助开发团队将**搜索 SaaS** 接入店匠生态，作为应用市场的搜索插件上线。

**对接目标：**
1. 在店匠应用市场发布搜索 APP
2. 商家可以安装 APP 并授权访问店铺数据
3. 自动同步商家的商品、订单、客户数据
4. 提供前端搜索扩展，嵌入商家的店铺主题
5. 为商家提供智能搜索服务（多语言、语义搜索、AI 搜索）
6. 统计分析商家的搜索行为数据

### 1.3 系统架构

```mermaid
graph TB
    subgraph "店匠平台"
        A[店匠应用市场]
        B[商家店铺]
        C[店匠 Admin API]
        D[店匠 Webhook]
    end
    
    subgraph "搜索 SaaS 平台"
        E[OAuth 服务]
        F[数据同步服务]
        G[Webhook 接收服务]
        H[搜索 API 服务]
        I[管理后台]
        J[数据库<br/>MySQL]
        K[搜索引擎<br/>Elasticsearch]
    end
    
    subgraph "前端扩展"
        L[搜索入口组件]
        M[搜索结果页]
    end
    
    A -->|商家安装| E
    B -->|OAuth授权| E
    E -->|获取Token| F
    F -->|调用API| C
    C -->|返回数据| F
    F -->|存储| J
    F -->|索引| K
    D -->|推送事件| G
    G -->|增量更新| J
    G -->|增量索引| K
    B -->|装修主题| L
    L -->|搜索请求| H
    M -->|搜索请求| H
    H -->|查询| K
    I -->|管理| J
```

### 1.4 技术栈要求

**后端服务：**
- Java（Spring Boot）：OAuth、数据同步、API 网关
- Python（FastAPI）：搜索服务、向量检索
- MySQL：存储店铺、商品、订单等数据
- Elasticsearch：商品索引和搜索

**前端扩展：**
- Liquid 模板语言（店匠主题）
- JavaScript/TypeScript
- HTML/CSS

**基础设施：**
- 公网域名（支持 HTTPS）
- SSL 证书
- 服务器（支持 Docker 部署）

### 1.5 前置条件

在开始对接之前，请确保：

1. ✅ 已注册店匠 Partner 账号
2. ✅ 拥有公网域名和 HTTPS 证书
3. ✅ 已部署搜索 SaaS 后端服务
4. ✅ 拥有测试店铺（用于开发和调试）
5. ✅ 熟悉 OAuth 2.0 授权流程
6. ✅ 熟悉 RESTful API 开发

---

## 2. 开发者准备

### 2.1 注册店匠 Partner 账号

1. 访问 [店匠合作伙伴中心](https://partners.shoplazza.com)
2. 点击"注册"按钮，填写公司信息
3. 完成邮箱验证和资质审核
4. 登录 Partner 后台

### 2.2 创建 APP 应用

1. 登录 [店匠 Partner 后台](https://partners.shoplazza.com)
2. 在左侧导航栏选择"Apps"
3. 点击"Create App"按钮
4. 填写 APP 基本信息：
   - **App Name**：搜索 SaaS（或自定义名称）
   - **App Type**：Public App（公开应用）
   - **Category**：Search & Discovery（搜索与发现）

5. 系统自动生成：
   - **Client ID**：应用的唯一标识
   - **Client Secret**：应用密钥（请妥善保管）

### 2.3 配置 APP 信息

在 APP 设置页面，配置以下关键信息：

#### 2.3.1 OAuth 配置

```yaml
Client ID: m8F9PrPnxpyrlz4ONBWRoINsa5xyNT4Qd-Fh_h7o1es
Client Secret: m2cDNrBqAa8TKeridXd4eXnhi9E7pda2gKXet_72rjo
```

**重定向 URI（Redirect URI）：**
```
https://your-domain.com/oauth/callback
```

**注意事项：**
- Redirect URI 必须使用 HTTPS 协议
- 必须是公网可访问的地址
- 开发环境可以使用 ngrok 等工具暴露本地服务

#### 2.3.2 应用权限（Scopes）

根据业务需求，申请以下权限：

| 权限 Scope | 说明 | 是否必需 |
|------------|------|----------|
| `read_shop` | 读取店铺信息 | ✅ 必需 |
| `write_shop` | 修改店铺信息 | ❌ 可选 |
| `read_product` | 读取商品信息 | ✅ 必需 |
| `write_product` | 修改商品信息 | ❌ 可选 |
| `read_order` | 读取订单信息 | ✅ 必需 |
| `read_customer` | 读取客户信息 | ✅ 必需 |
| `read_app_proxy` | APP 代理访问 | ✅ 必需 |
| `write_cart_transform` | 购物车转换（如需价格调整） | ❌ 可选 |

**配置示例：**
```go
Scopes: []string{
    "read_shop",
    "read_product",
    "read_order",
    "read_customer",
    "read_app_proxy",
}
```

#### 2.3.3 Webhook 配置（后续注册）

Webhook 地址（后续在代码中动态注册）：
```
https://your-domain.com/webhook/shoplazza
```

### 2.4 准备测试店铺

1. 在店匠平台注册一个测试店铺
2. 在店铺中添加测试商品、客户、订单数据
3. 记录店铺域名：`{shop-name}.myshoplaza.com`

**注意：** 部分功能（如 Webhook 注册）需要店铺激活后才能使用。

---

## 3. OAuth 2.0 认证实现

### 3.1 OAuth 授权流程

店匠使用标准的 OAuth 2.0 授权码（Authorization Code）流程：

```mermaid
sequenceDiagram
    participant 商家
    participant 店匠平台
    participant 搜索SaaS
    
    商家->>店匠平台: 1. 在应用市场点击"安装"
    店匠平台->>搜索SaaS: 2. 跳转到 APP URI
    搜索SaaS->>店匠平台: 3. 重定向到授权页面
    店匠平台->>商家: 4. 显示授权确认页
    商家->>店匠平台: 5. 点击"授权"
    店匠平台->>搜索SaaS: 6. 回调 Redirect URI（带 code）
    搜索SaaS->>店匠平台: 7. 用 code 换取 Access Token
    店匠平台->>搜索SaaS: 8. 返回 Access Token
    搜索SaaS->>搜索SaaS: 9. 保存 Token 到数据库
    搜索SaaS->>商家: 10. 显示安装成功页面
```

### 3.2 实现步骤

#### 3.2.1 配置 OAuth 客户端

在应用启动时，初始化 OAuth 配置：

```go
// OAuth 配置
type OAuthConfig struct {
    ClientID     string
    ClientSecret string
    RedirectURI  string
    Scopes       []string
    AuthURL      string
    TokenURL     string
}

// 初始化配置
config := &OAuthConfig{
    ClientID:     "m8F9PrPnxpyrlz4ONBWRoINsa5xyNT4Qd-Fh_h7o1es",
    ClientSecret: "m2cDNrBqAa8TKeridXd4eXnhi9E7pda2gKXet_72rjo",
    RedirectURI:  "https://your-domain.com/oauth/callback",
    Scopes: []string{
        "read_shop",
        "read_product",
        "read_order",
        "read_customer",
        "read_app_proxy",
    },
    AuthURL:  "https://partners.shoplazza.com/partner/oauth/authorize",
    TokenURL: "https://partners.shoplazza.com/partner/oauth/token",
}
```

#### 3.2.2 处理 APP URI 请求

当商家在应用市场点击"安装"时，店匠会跳转到你配置的 APP URI：

```
GET https://your-domain.com/oauth/install?shop={shop_domain}
```

**处理逻辑：**

```http
GET /oauth/install
Query Parameters:
  - shop: 店铺域名，例如 47167113-1.myshoplaza.com

Response:
  302 Redirect to Authorization URL
```

**生成授权 URL：**

```go
// 构建授权 URL
func buildAuthURL(config *OAuthConfig, shop string) string {
    params := url.Values{}
    params.Add("client_id", config.ClientID)
    params.Add("redirect_uri", config.RedirectURI)
    params.Add("scope", strings.Join(config.Scopes, " "))
    params.Add("state", shop) // 使用 shop 作为 state
    
    return config.AuthURL + "?" + params.Encode()
}
```

**授权 URL 示例：**
```
https://partners.shoplazza.com/partner/oauth/authorize?
  client_id=m8F9PrPnxpyrlz4ONBWRoINsa5xyNT4Qd-Fh_h7o1es
  &redirect_uri=https://your-domain.com/oauth/callback
  &scope=read_shop read_product read_order read_customer read_app_proxy
  &state=47167113-1.myshoplaza.com
```

#### 3.2.3 处理授权回调

商家授权后，店匠会回调你的 Redirect URI：

```
GET https://your-domain.com/oauth/callback?code={auth_code}&shop={shop_domain}&state={state}
```

**回调参数：**
- `code`：授权码（用于换取 Access Token）
- `shop`：店铺域名
- `state`：之前传递的 state 参数

**处理逻辑：**

```http
GET /oauth/callback
Query Parameters:
  - code: 授权码
  - shop: 店铺域名
  - state: state 参数

Response:
  200 OK (HTML 页面显示安装成功)
```

#### 3.2.4 换取 Access Token

使用授权码换取 Access Token：

**请求示例（curl）：**

```bash
curl --request POST \
  --url https://partners.shoplazza.com/partner/oauth/token \
  --header 'Content-Type: application/json' \
  --data '{
    "client_id": "m8F9PrPnxpyrlz4ONBWRoINsa5xyNT4Qd-Fh_h7o1es",
    "client_secret": "m2cDNrBqAa8TKeridXd4eXnhi9E7pda2gKXet_72rjo",
    "code": "{authorization_code}",
    "grant_type": "authorization_code",
    "redirect_uri": "https://your-domain.com/oauth/callback"
  }'
```

**响应示例：**

```json
{
  "access_token": "V2WDYgkTvrN68QCESZ9eHb3EjpR6EBrPyAKe-m_JwYY",
  "token_type": "Bearer",
  "refresh_token": "-QP6o5YpsqC47q5D2M3xHJ0YP4SPcybhm5oYlPaMUOo",
  "expires_in": 31556951,
  "created_at": 1740793402,
  "store_id": "2286274",
  "store_name": "47167113-1",
  "expires_at": 1772350354,
  "locale": "zh-CN"
}
```

**响应字段说明：**
- `access_token`：访问令牌（调用 Admin API 时使用）
- `refresh_token`：刷新令牌（用于刷新 Access Token）
- `expires_in`：过期时间（秒）
- `expires_at`：过期时间戳
- `store_id`：店铺 ID
- `store_name`：店铺名称
- `locale`：店铺语言

#### 3.2.5 保存 Token 到数据库

将 Token 信息保存到数据库（详见第 4 章数据模型）：

```sql
INSERT INTO shoplazza_shop_config (
    store_id,
    store_name,
    store_domain,
    access_token,
    refresh_token,
    token_expires_at,
    locale,
    status,
    created_at,
    updated_at
) VALUES (
    '2286274',
    '47167113-1',
    '47167113-1.myshoplaza.com',
    'V2WDYgkTvrN68QCESZ9eHb3EjpR6EBrPyAKe-m_JwYY',
    '-QP6o5YpsqC47q5D2M3xHJ0YP4SPcybhm5oYlPaMUOo',
    '2026-11-02 23:21:14',
    'zh-CN',
    'active',
    NOW(),
    NOW()
);
```

### 3.3 Token 刷新机制

Access Token 会过期（通常为 1 年），过期后需要使用 Refresh Token 刷新。

**刷新 Token 请求：**

```bash
curl --request POST \
  --url https://partners.shoplazza.com/partner/oauth/token \
  --header 'Content-Type: application/json' \
  --data '{
    "client_id": "m8F9PrPnxpyrlz4ONBWRoINsa5xyNT4Qd-Fh_h7o1es",
    "client_secret": "m2cDNrBqAa8TKeridXd4eXnhi9E7pda2gKXet_72rjo",
    "refresh_token": "-QP6o5YpsqC47q5D2M3xHJ0YP4SPcybhm5oYlPaMUOo",
    "grant_type": "refresh_token"
  }'
```

**响应格式与获取 Token 时相同。**

**刷新策略：**
1. 在 Token 过期前 7 天开始尝试刷新
2. API 调用返回 401 Unauthorized 时立即刷新
3. 刷新成功后更新数据库中的 Token 信息

### 3.4 安装成功页面

OAuth 回调处理完成后，返回一个 HTML 页面告知商家安装成功：

```html
<!DOCTYPE html>
<html>
<head>
    <meta charset="UTF-8">
    <title>安装成功 - 搜索 SaaS</title>
    <style>
        body {
            font-family: Arial, sans-serif;
            max-width: 600px;
            margin: 50px auto;
            text-align: center;
            padding: 20px;
        }
        .success-icon {
            font-size: 64px;
            color: #52c41a;
            margin-bottom: 20px;
        }
        h1 {
            color: #333;
            margin-bottom: 10px;
        }
        p {
            color: #666;
            line-height: 1.6;
        }
        .next-steps {
            background: #f5f5f5;
            padding: 20px;
            border-radius: 8px;
            margin-top: 30px;
            text-align: left;
        }
        .next-steps h2 {
            font-size: 18px;
            margin-top: 0;
        }
        .next-steps ol {
            margin: 10px 0;
            padding-left: 20px;
        }
        .btn {
            display: inline-block;
            background: #1890ff;
            color: white;
            padding: 12px 24px;
            border-radius: 4px;
            text-decoration: none;
            margin-top: 20px;
        }
    </style>
</head>
<body>
    <div class="success-icon">✓</div>
    <h1>安装成功！</h1>
    <p>搜索 SaaS 已成功安装到您的店铺</p>
    <p>店铺名称：<strong>{{store_name}}</strong></p>
    
    <div class="next-steps">
        <h2>下一步操作：</h2>
        <ol>
            <li>进入店铺后台 → 主题装修</li>
            <li>点击"添加卡片" → 选择"APPS" → 找到"搜索 SaaS"</li>
            <li>拖拽搜索组件到页面中</li>
            <li>保存并发布主题</li>
        </ol>
    </div>
    
    <a href="https://{{shop_domain}}/admin" class="btn">前往店铺后台</a>
</body>
</html>
```

---

## 4. 租户和店铺管理

### 4.1 数据模型设计

#### 4.1.1 租户表（system_tenant）

每个店铺在 SaaS 平台都是一个独立的租户。

```sql
CREATE TABLE `system_tenant` (
  `id` BIGINT NOT NULL AUTO_INCREMENT COMMENT '租户ID',
  `name` VARCHAR(255) NOT NULL COMMENT '租户名称',
  `package_id` BIGINT DEFAULT NULL COMMENT '套餐ID',
  `status` TINYINT NOT NULL DEFAULT 1 COMMENT '状态：0-禁用，1-启用',
  `expire_time` DATETIME DEFAULT NULL COMMENT '过期时间',
  `account_count` INT DEFAULT 0 COMMENT '账号数量',
  `creator` VARCHAR(64) DEFAULT '' COMMENT '创建者',
  `create_time` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  `updater` VARCHAR(64) DEFAULT '' COMMENT '更新者',
  `update_time` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
  `deleted` BIT(1) NOT NULL DEFAULT b'0' COMMENT '是否删除',
  PRIMARY KEY (`id`),
  KEY `idx_name` (`name`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='租户表';
```

#### 4.1.2 店铺配置表（shoplazza_shop_config）

存储店铺的基本信息和 OAuth Token。

```sql
CREATE TABLE `shoplazza_shop_config` (
  `id` BIGINT NOT NULL AUTO_INCREMENT COMMENT '主键ID',
  `tenant_id` BIGINT NOT NULL COMMENT '租户ID',
  `store_id` VARCHAR(64) NOT NULL COMMENT '店匠店铺ID',
  `store_name` VARCHAR(255) NOT NULL COMMENT '店铺名称',
  `store_domain` VARCHAR(255) NOT NULL COMMENT '店铺域名',
  `access_token` VARCHAR(512) NOT NULL COMMENT 'Access Token',
  `refresh_token` VARCHAR(512) DEFAULT NULL COMMENT 'Refresh Token',
  `token_expires_at` DATETIME NOT NULL COMMENT 'Token过期时间',
  `locale` VARCHAR(16) DEFAULT 'zh-CN' COMMENT '店铺语言',
  `currency` VARCHAR(16) DEFAULT 'USD' COMMENT '店铺货币',
  `timezone` VARCHAR(64) DEFAULT 'Asia/Shanghai' COMMENT '店铺时区',
  `status` VARCHAR(32) NOT NULL DEFAULT 'active' COMMENT '状态：active-激活，inactive-未激活，suspended-暂停',
  `install_time` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '安装时间',
  `last_sync_time` DATETIME DEFAULT NULL COMMENT '最后同步时间',
  `created_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  `updated_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
  `deleted` BIT(1) NOT NULL DEFAULT b'0' COMMENT '是否删除',
  PRIMARY KEY (`id`),
  UNIQUE KEY `uk_store_id` (`store_id`),
  KEY `idx_tenant_id` (`tenant_id`),
  KEY `idx_store_domain` (`store_domain`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='店匠店铺配置表';
```

### 4.2 Token 管理策略

#### 4.2.1 Token 存储

- ✅ 加密存储 Access Token 和 Refresh Token
- ✅ 记录 Token 过期时间
- ✅ 记录最后刷新时间

#### 4.2.2 Token 自动刷新

```java
public class TokenRefreshService {
    
    /**
     * 检查并刷新即将过期的 Token
     */
    @Scheduled(cron = "0 0 2 * * ?") // 每天凌晨2点执行
    public void refreshExpiringTokens() {
        // 查询7天内过期的 Token
        DateTime sevenDaysLater = DateTime.now().plusDays(7);
        List<ShopConfig> shops = shopConfigMapper.selectExpiringTokens(sevenDaysLater);
        
        for (ShopConfig shop : shops) {
            try {
                // 刷新 Token
                TokenResponse newToken = oauthClient.refreshToken(shop.getRefreshToken());
                
                // 更新数据库
                shop.setAccessToken(newToken.getAccessToken());
                shop.setRefreshToken(newToken.getRefreshToken());
                shop.setTokenExpiresAt(newToken.getExpiresAt());
                shopConfigMapper.updateById(shop);
                
                log.info("Token refreshed for shop: {}", shop.getStoreName());
            } catch (Exception e) {
                log.error("Failed to refresh token for shop: {}", shop.getStoreName(), e);
                // 可选：发送告警通知
            }
        }
    }
    
    /**
     * API 调用时检查 Token 是否过期
     */
    public String getValidAccessToken(String storeId) {
        ShopConfig shop = shopConfigMapper.selectByStoreId(storeId);
        
        if (shop == null) {
            throw new BusinessException("Shop not found: " + storeId);
        }
        
        // 检查是否即将过期（提前1小时）
        if (shop.getTokenExpiresAt().isBefore(DateTime.now().plusHours(1))) {
            // 刷新 Token
            TokenResponse newToken = oauthClient.refreshToken(shop.getRefreshToken());
            
            // 更新数据库
            shop.setAccessToken(newToken.getAccessToken());
            shop.setRefreshToken(newToken.getRefreshToken());
            shop.setTokenExpiresAt(newToken.getExpiresAt());
            shopConfigMapper.updateById(shop);
        }
        
        return shop.getAccessToken();
    }
}
```

### 4.3 租户创建流程

当商家完成 OAuth 授权后，自动创建租户和店铺配置：

```java
@Transactional
public void handleOAuthCallback(TokenResponse tokenResponse) {
    String storeId = tokenResponse.getStoreId();
    String storeName = tokenResponse.getStoreName();
    
    // 1. 检查租户是否已存在
    Tenant tenant = tenantMapper.selectByStoreId(storeId);
    if (tenant == null) {
        // 创建新租户
        tenant = new Tenant();
        tenant.setName(storeName);
        tenant.setStatus(1); // 启用
        tenant.setPackageId(1L); // 默认套餐
        tenantMapper.insert(tenant);
    }
    
    // 2. 创建或更新店铺配置
    ShopConfig shop = shopConfigMapper.selectByStoreId(storeId);
    if (shop == null) {
        shop = new ShopConfig();
        shop.setTenantId(tenant.getId());
        shop.setStoreId(storeId);
        shop.setStoreName(storeName);
    }
    
    // 更新 Token 信息
    shop.setAccessToken(tokenResponse.getAccessToken());
    shop.setRefreshToken(tokenResponse.getRefreshToken());
    shop.setTokenExpiresAt(tokenResponse.getExpiresAt());
    shop.setLocale(tokenResponse.getLocale());
    shop.setStatus("active");
    shop.setInstallTime(new Date());
    
    if (shop.getId() == null) {
        shopConfigMapper.insert(shop);
    } else {
        shopConfigMapper.updateById(shop);
    }
    
    // 3. 触发首次数据同步
    dataSyncService.syncAllData(shop.getId());
}
```

---

## 5. 店匠 Admin API 调用

### 5.1 API 认证方式

调用店匠 Admin API 时，需要在请求头中携带 Access Token：

```http
GET /openapi/2022-01/products
Host: {shop-domain}.myshoplaza.com
access-token: V2WDYgkTvrN68QCESZ9eHb3EjpR6EBrPyAKe-m_JwYY
Content-Type: application/json
```

**注意：** 请求头字段名是 `access-token`，不是 `Authorization`。

### 5.2 API 端点基础 URL

店匠 API 的基础 URL 格式：

```
https://{shop-domain}.myshoplaza.com/openapi/{version}/{resource}
```

**参数说明：**
- `{shop-domain}`：店铺域名，例如 `47167113-1`
- `{version}`：API 版本，目前为 `2022-01`
- `{resource}`：资源路径，例如 `products`、`orders`

**示例：**
```
https://47167113-1.myshoplaza.com/openapi/2022-01/products
```

### 5.3 常用 API 端点

#### 5.3.1 店铺信息

```bash
# 获取店铺详情
GET /openapi/2022-01/shop
```

#### 5.3.2 商品管理

```bash
# 获取商品列表
GET /openapi/2022-01/products?page=1&limit=50

# 获取商品详情
GET /openapi/2022-01/products/{product_id}

# 获取商品总数
GET /openapi/2022-01/products/count
```

#### 5.3.3 订单管理

```bash
# 获取订单列表
GET /openapi/2022-01/orders?page=1&limit=50

# 获取订单详情
GET /openapi/2022-01/orders/{order_id}

# 获取订单总数
GET /openapi/2022-01/orders/count
```

#### 5.3.4 客户管理

```bash
# 获取客户列表
GET /openapi/2022-01/customers?page=1&limit=50

# 获取客户详情
GET /openapi/2022-01/customers/{customer_id}

# 获取客户总数
GET /openapi/2022-01/customers/count
```

### 5.4 请求和响应格式

#### 5.4.1 分页查询

店匠 API 使用基于页码的分页：

```http
GET /openapi/2022-01/products?page=1&limit=50&status=active
```

**分页参数：**
- `page`：页码，从 1 开始
- `limit`：每页数量，最大 250

**响应格式：**
```json
{
  "products": [
    {
      "id": "123456",
      "title": "Product Name",
      "variants": [...],
      ...
    }
  ]
}
```

#### 5.4.2 错误响应

API 调用失败时返回错误信息：

```json
{
  "error": "Unauthorized",
  "error_description": "Invalid access token"
}
```

**常见错误码：**
- `400 Bad Request`：请求参数错误
- `401 Unauthorized`：Token 无效或过期
- `403 Forbidden`：权限不足
- `404 Not Found`：资源不存在
- `429 Too Many Requests`：触发速率限制
- `500 Internal Server Error`：服务器错误

### 5.5 错误处理和重试策略

```java
public class ShoplazzaApiClient {
    
    private static final int MAX_RETRIES = 3;
    private static final int RETRY_DELAY_MS = 1000;
    
    /**
     * 调用 API 并处理错误
     */
    public <T> T callApi(String storeId, String endpoint, Class<T> responseType) {
        int retries = 0;
        Exception lastException = null;
        
        while (retries < MAX_RETRIES) {
            try {
                // 获取有效的 Access Token
                String accessToken = tokenManager.getValidAccessToken(storeId);
                
                // 构建请求
                HttpHeaders headers = new HttpHeaders();
                headers.set("access-token", accessToken);
                headers.setContentType(MediaType.APPLICATION_JSON);
                
                HttpEntity<?> entity = new HttpEntity<>(headers);
                
                // 发送请求
                ResponseEntity<T> response = restTemplate.exchange(
                    endpoint,
                    HttpMethod.GET,
                    entity,
                    responseType
                );
                
                return response.getBody();
                
            } catch (HttpClientErrorException e) {
                if (e.getStatusCode() == HttpStatus.UNAUTHORIZED) {
                    // Token 过期，刷新后重试
                    tokenManager.forceRefreshToken(storeId);
                    retries++;
                    continue;
                } else if (e.getStatusCode() == HttpStatus.TOO_MANY_REQUESTS) {
                    // 触发速率限制，等待后重试
                    sleep(RETRY_DELAY_MS * (retries + 1));
                    retries++;
                    continue;
                } else {
                    throw new BusinessException("API call failed: " + e.getMessage());
                }
            } catch (Exception e) {
                lastException = e;
                retries++;
                sleep(RETRY_DELAY_MS);
            }
        }
        
        throw new BusinessException("API call failed after retries", lastException);
    }
    
    private void sleep(long millis) {
        try {
            Thread.sleep(millis);
        } catch (InterruptedException e) {
            Thread.currentThread().interrupt();
        }
    }
}
```

### 5.6 速率限制处理

店匠 API 有速率限制（Rate Limit），需要遵守以下规则：

**限制说明：**
- 每个店铺每秒最多 10 个请求
- 响应头中包含速率限制信息

**响应头示例：**
```
X-RateLimit-Limit: 10
X-RateLimit-Remaining: 8
X-RateLimit-Reset: 1699800060
```

**处理策略：**
1. 解析响应头中的速率限制信息
2. 如果 `X-RateLimit-Remaining` 为 0，等待到 `X-RateLimit-Reset` 时间
3. 收到 429 错误时，使用指数退避重试

---

## 6. 数据同步实现

### 6.1 商品数据同步

#### 6.1.1 API 调用

**获取商品列表：**

```bash
curl --request GET \
  --url 'https://47167113-1.myshoplaza.com/openapi/2022-01/products?page=1&limit=50' \
  --header 'access-token: V2WDYgkTvrN68QCESZ9eHb3EjpR6EBrPyAKe-m_JwYY' \
  --header 'accept: application/json'
```

**响应示例：**

```json
{
  "products": [
    {
      "id": "193817395",
      "title": "蓝牙耳机",
      "body_html": "<p>高品质蓝牙耳机</p>",
      "vendor": "Sony",
      "product_type": "Electronics",
      "handle": "bluetooth-headphone",
      "published_at": "2024-01-15T10:00:00Z",
      "created_at": "2024-01-15T09:00:00Z",
      "updated_at": "2024-01-20T14:30:00Z",
      "status": "active",
      "tags": "electronics, audio, bluetooth",
      "variants": [
        {
          "id": "819403847",
          "product_id": "193817395",
          "title": "Black / Standard",
          "price": "99.99",
          "compare_at_price": "129.99",
          "sku": "BT-HP-001",
          "inventory_quantity": 100,
          "weight": "0.25",
          "weight_unit": "kg",
          "requires_shipping": true,
          "option1": "Black",
          "option2": "Standard",
          "option3": null
        }
      ],
      "images": [
        {
          "id": "638746512",
          "product_id": "193817395",
          "src": "https://cdn.shoplazza.com/image1.jpg",
          "position": 1,
          "width": 800,
          "height": 800
        }
      ],
      "options": [
        {
          "id": "123456",
          "name": "Color",
          "values": ["Black", "White", "Blue"]
        },
        {
          "id": "123457",
          "name": "Size",
          "values": ["Standard"]
        }
      ]
    }
  ]
}
```

#### 6.1.2 数据表设计

**SPU 表（shoplazza_product_spu）：**

```sql
CREATE TABLE `shoplazza_product_spu` (
  `id` BIGINT NOT NULL AUTO_INCREMENT COMMENT '主键ID',
  `tenant_id` BIGINT NOT NULL COMMENT '租户ID',
  `store_id` VARCHAR(64) NOT NULL COMMENT '店铺ID',
  `product_id` VARCHAR(64) NOT NULL COMMENT '店匠商品ID',
  `title` VARCHAR(512) NOT NULL COMMENT '商品标题',
  `body_html` TEXT COMMENT '商品描述HTML',
  `vendor` VARCHAR(255) DEFAULT NULL COMMENT '供应商/品牌',
  `product_type` VARCHAR(255) DEFAULT NULL COMMENT '商品类型',
  `handle` VARCHAR(255) DEFAULT NULL COMMENT '商品URL handle',
  `tags` VARCHAR(1024) DEFAULT NULL COMMENT '标签（逗号分隔）',
  `status` VARCHAR(32) DEFAULT 'active' COMMENT '状态：active, draft, archived',
  `published_at` DATETIME DEFAULT NULL COMMENT '发布时间',
  `created_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  `updated_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
  `deleted` BIT(1) NOT NULL DEFAULT b'0' COMMENT '是否删除',
  PRIMARY KEY (`id`),
  UNIQUE KEY `uk_store_product` (`store_id`, `product_id`),
  KEY `idx_tenant_id` (`tenant_id`),
  KEY `idx_product_type` (`product_type`),
  KEY `idx_vendor` (`vendor`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='店匠商品SPU表';
```

**SKU 表（shoplazza_product_sku）：**

```sql
CREATE TABLE `shoplazza_product_sku` (
  `id` BIGINT NOT NULL AUTO_INCREMENT COMMENT '主键ID',
  `tenant_id` BIGINT NOT NULL COMMENT '租户ID',
  `store_id` VARCHAR(64) NOT NULL COMMENT '店铺ID',
  `product_id` VARCHAR(64) NOT NULL COMMENT '店匠商品ID',
  `variant_id` VARCHAR(64) NOT NULL COMMENT '店匠变体ID',
  `sku` VARCHAR(255) DEFAULT NULL COMMENT 'SKU编码',
  `title` VARCHAR(512) NOT NULL COMMENT '变体标题',
  `price` DECIMAL(12,2) NOT NULL COMMENT '价格',
  `compare_at_price` DECIMAL(12,2) DEFAULT NULL COMMENT '对比价格',
  `inventory_quantity` INT DEFAULT 0 COMMENT '库存数量',
  `weight` DECIMAL(10,3) DEFAULT NULL COMMENT '重量',
  `weight_unit` VARCHAR(16) DEFAULT NULL COMMENT '重量单位',
  `option1` VARCHAR(255) DEFAULT NULL COMMENT '选项1值',
  `option2` VARCHAR(255) DEFAULT NULL COMMENT '选项2值',
  `option3` VARCHAR(255) DEFAULT NULL COMMENT '选项3值',
  `created_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  `updated_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
  `deleted` BIT(1) NOT NULL DEFAULT b'0' COMMENT '是否删除',
  PRIMARY KEY (`id`),
  UNIQUE KEY `uk_store_variant` (`store_id`, `variant_id`),
  KEY `idx_tenant_id` (`tenant_id`),
  KEY `idx_product_id` (`product_id`),
  KEY `idx_sku` (`sku`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='店匠商品SKU表';
```

**图片表（shoplazza_product_image）：**

```sql
CREATE TABLE `shoplazza_product_image` (
  `id` BIGINT NOT NULL AUTO_INCREMENT COMMENT '主键ID',
  `tenant_id` BIGINT NOT NULL COMMENT '租户ID',
  `store_id` VARCHAR(64) NOT NULL COMMENT '店铺ID',
  `product_id` VARCHAR(64) NOT NULL COMMENT '店匠商品ID',
  `image_id` VARCHAR(64) NOT NULL COMMENT '店匠图片ID',
  `src` VARCHAR(1024) NOT NULL COMMENT '图片URL',
  `position` INT DEFAULT 1 COMMENT '排序位置',
  `width` INT DEFAULT NULL COMMENT '图片宽度',
  `height` INT DEFAULT NULL COMMENT '图片高度',
  `created_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  `updated_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
  `deleted` BIT(1) NOT NULL DEFAULT b'0' COMMENT '是否删除',
  PRIMARY KEY (`id`),
  UNIQUE KEY `uk_store_image` (`store_id`, `image_id`),
  KEY `idx_tenant_id` (`tenant_id`),
  KEY `idx_product_id` (`product_id`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='店匠商品图片表';
```

#### 6.1.3 同步逻辑实现

```java
@Service
public class ProductSyncService {
    
    @Autowired
    private ShoplazzaApiClient apiClient;
    
    @Autowired
    private ProductSpuMapper spuMapper;
    
    @Autowired
    private ProductSkuMapper skuMapper;
    
    @Autowired
    private ProductImageMapper imageMapper;
    
    /**
     * 同步单个店铺的所有商品
     */
    public void syncProducts(Long shopConfigId) {
        ShopConfig shop = shopConfigMapper.selectById(shopConfigId);
        if (shop == null) {
            throw new BusinessException("Shop not found");
        }
        
        int page = 1;
        int limit = 50;
        boolean hasMore = true;
        int totalSynced = 0;
        
        while (hasMore) {
            try {
                // 调用 API 获取商品列表
                String endpoint = String.format(
                    "https://%s.myshoplaza.com/openapi/2022-01/products?page=%d&limit=%d",
                    shop.getStoreDomain().split("\\.")[0],
                    page,
                    limit
                );
                
                ProductListResponse response = apiClient.callApi(
                    shop.getStoreId(),
                    endpoint,
                    ProductListResponse.class
                );
                
                if (response.getProducts() == null || response.getProducts().isEmpty()) {
                    hasMore = false;
                    break;
                }
                
                // 保存商品数据
                for (ProductDto product : response.getProducts()) {
                    saveProduct(shop.getTenantId(), shop.getStoreId(), product);
                    totalSynced++;
                }
                
                log.info("Synced page {} for shop {}, total: {}", page, shop.getStoreName(), totalSynced);
                
                // 下一页
                page++;
                
                // 避免触发速率限制
                Thread.sleep(100);
                
            } catch (Exception e) {
                log.error("Failed to sync products for shop: {}", shop.getStoreName(), e);
                throw new BusinessException("Product sync failed", e);
            }
        }
        
        // 更新最后同步时间
        shop.setLastSyncTime(new Date());
        shopConfigMapper.updateById(shop);
        
        log.info("Product sync completed for shop: {}, total synced: {}", shop.getStoreName(), totalSynced);
    }
    
    /**
     * 保存单个商品及其SKU和图片
     */
    @Transactional
    private void saveProduct(Long tenantId, String storeId, ProductDto product) {
        // 1. 保存 SPU
        ProductSpu spu = spuMapper.selectByStoreAndProductId(storeId, product.getId());
        if (spu == null) {
            spu = new ProductSpu();
            spu.setTenantId(tenantId);
            spu.setStoreId(storeId);
            spu.setProductId(product.getId());
        }
        
        spu.setTitle(product.getTitle());
        spu.setBodyHtml(product.getBodyHtml());
        spu.setVendor(product.getVendor());
        spu.setProductType(product.getProductType());
        spu.setHandle(product.getHandle());
        spu.setTags(product.getTags());
        spu.setStatus(product.getStatus());
        spu.setPublishedAt(product.getPublishedAt());
        
        if (spu.getId() == null) {
            spuMapper.insert(spu);
        } else {
            spuMapper.updateById(spu);
        }
        
        // 2. 保存 SKU
        if (product.getVariants() != null) {
            for (VariantDto variant : product.getVariants()) {
                ProductSku sku = skuMapper.selectByStoreAndVariantId(storeId, variant.getId());
                if (sku == null) {
                    sku = new ProductSku();
                    sku.setTenantId(tenantId);
                    sku.setStoreId(storeId);
                    sku.setProductId(product.getId());
                    sku.setVariantId(variant.getId());
                }
                
                sku.setSku(variant.getSku());
                sku.setTitle(variant.getTitle());
                sku.setPrice(new BigDecimal(variant.getPrice()));
                sku.setCompareAtPrice(variant.getCompareAtPrice() != null ? 
                    new BigDecimal(variant.getCompareAtPrice()) : null);
                sku.setInventoryQuantity(variant.getInventoryQuantity());
                sku.setWeight(variant.getWeight());
                sku.setWeightUnit(variant.getWeightUnit());
                sku.setOption1(variant.getOption1());
                sku.setOption2(variant.getOption2());
                sku.setOption3(variant.getOption3());
                
                if (sku.getId() == null) {
                    skuMapper.insert(sku);
                } else {
                    skuMapper.updateById(sku);
                }
            }
        }
        
        // 3. 保存图片
        if (product.getImages() != null) {
            for (ImageDto image : product.getImages()) {
                ProductImage img = imageMapper.selectByStoreAndImageId(storeId, image.getId());
                if (img == null) {
                    img = new ProductImage();
                    img.setTenantId(tenantId);
                    img.setStoreId(storeId);
                    img.setProductId(product.getId());
                    img.setImageId(image.getId());
                }
                
                img.setSrc(image.getSrc());
                img.setPosition(image.getPosition());
                img.setWidth(image.getWidth());
                img.setHeight(image.getHeight());
                
                if (img.getId() == null) {
                    imageMapper.insert(img);
                } else {
                    imageMapper.updateById(img);
                }
            }
        }
    }
}
```

### 6.2 客户数据同步

#### 6.2.1 数据表设计

**客户表（shoplazza_customer）：**

```sql
CREATE TABLE `shoplazza_customer` (
  `id` BIGINT NOT NULL AUTO_INCREMENT COMMENT '主键ID',
  `tenant_id` BIGINT NOT NULL COMMENT '租户ID',
  `store_id` VARCHAR(64) NOT NULL COMMENT '店铺ID',
  `customer_id` VARCHAR(64) NOT NULL COMMENT '店匠客户ID',
  `email` VARCHAR(255) DEFAULT NULL COMMENT '邮箱',
  `phone` VARCHAR(64) DEFAULT NULL COMMENT '电话',
  `first_name` VARCHAR(128) DEFAULT NULL COMMENT '名',
  `last_name` VARCHAR(128) DEFAULT NULL COMMENT '姓',
  `orders_count` INT DEFAULT 0 COMMENT '订单数量',
  `total_spent` DECIMAL(12,2) DEFAULT 0.00 COMMENT '累计消费',
  `state` VARCHAR(32) DEFAULT NULL COMMENT '状态',
  `created_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  `updated_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
  `deleted` BIT(1) NOT NULL DEFAULT b'0' COMMENT '是否删除',
  PRIMARY KEY (`id`),
  UNIQUE KEY `uk_store_customer` (`store_id`, `customer_id`),
  KEY `idx_tenant_id` (`tenant_id`),
  KEY `idx_email` (`email`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='店匠客户表';
```

**客户地址表（shoplazza_customer_address）：**

```sql
CREATE TABLE `shoplazza_customer_address` (
  `id` BIGINT NOT NULL AUTO_INCREMENT COMMENT '主键ID',
  `tenant_id` BIGINT NOT NULL COMMENT '租户ID',
  `store_id` VARCHAR(64) NOT NULL COMMENT '店铺ID',
  `customer_id` VARCHAR(64) NOT NULL COMMENT '店匠客户ID',
  `address_id` VARCHAR(64) NOT NULL COMMENT '店匠地址ID',
  `first_name` VARCHAR(128) DEFAULT NULL COMMENT '名',
  `last_name` VARCHAR(128) DEFAULT NULL COMMENT '姓',
  `address1` VARCHAR(512) DEFAULT NULL COMMENT '地址行1',
  `address2` VARCHAR(512) DEFAULT NULL COMMENT '地址行2',
  `city` VARCHAR(128) DEFAULT NULL COMMENT '城市',
  `province` VARCHAR(128) DEFAULT NULL COMMENT '省份',
  `country` VARCHAR(128) DEFAULT NULL COMMENT '国家',
  `zip` VARCHAR(32) DEFAULT NULL COMMENT '邮编',
  `phone` VARCHAR(64) DEFAULT NULL COMMENT '电话',
  `is_default` BIT(1) DEFAULT b'0' COMMENT '是否默认地址',
  `created_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  `updated_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
  `deleted` BIT(1) NOT NULL DEFAULT b'0' COMMENT '是否删除',
  PRIMARY KEY (`id`),
  UNIQUE KEY `uk_store_address` (`store_id`, `address_id`),
  KEY `idx_tenant_id` (`tenant_id`),
  KEY `idx_customer_id` (`customer_id`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='店匠客户地址表';
```

#### 6.2.2 API 调用示例

```bash
curl --request GET \
  --url 'https://47167113-1.myshoplaza.com/openapi/2022-01/customers?page=1&limit=50' \
  --header 'access-token: V2WDYgkTvrN68QCESZ9eHb3EjpR6EBrPyAKe-m_JwYY' \
  --header 'accept: application/json'
```

### 6.3 订单数据同步

#### 6.3.1 数据表设计

**订单表（shoplazza_order）：**

```sql
CREATE TABLE `shoplazza_order` (
  `id` BIGINT NOT NULL AUTO_INCREMENT COMMENT '主键ID',
  `tenant_id` BIGINT NOT NULL COMMENT '租户ID',
  `store_id` VARCHAR(64) NOT NULL COMMENT '店铺ID',
  `order_id` VARCHAR(64) NOT NULL COMMENT '店匠订单ID',
  `order_number` VARCHAR(128) NOT NULL COMMENT '订单号',
  `customer_id` VARCHAR(64) DEFAULT NULL COMMENT '客户ID',
  `email` VARCHAR(255) DEFAULT NULL COMMENT '客户邮箱',
  `total_price` DECIMAL(12,2) NOT NULL COMMENT '订单总价',
  `subtotal_price` DECIMAL(12,2) DEFAULT NULL COMMENT '小计',
  `total_tax` DECIMAL(12,2) DEFAULT NULL COMMENT '税费',
  `total_shipping` DECIMAL(12,2) DEFAULT NULL COMMENT '运费',
  `currency` VARCHAR(16) DEFAULT 'USD' COMMENT '货币',
  `financial_status` VARCHAR(32) DEFAULT NULL COMMENT '支付状态',
  `fulfillment_status` VARCHAR(32) DEFAULT NULL COMMENT '配送状态',
  `order_status` VARCHAR(32) DEFAULT NULL COMMENT '订单状态',
  `created_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  `updated_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
  `deleted` BIT(1) NOT NULL DEFAULT b'0' COMMENT '是否删除',
  PRIMARY KEY (`id`),
  UNIQUE KEY `uk_store_order` (`store_id`, `order_id`),
  KEY `idx_tenant_id` (`tenant_id`),
  KEY `idx_customer_id` (`customer_id`),
  KEY `idx_order_number` (`order_number`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='店匠订单表';
```

**订单明细表（shoplazza_order_item）：**

```sql
CREATE TABLE `shoplazza_order_item` (
  `id` BIGINT NOT NULL AUTO_INCREMENT COMMENT '主键ID',
  `tenant_id` BIGINT NOT NULL COMMENT '租户ID',
  `store_id` VARCHAR(64) NOT NULL COMMENT '店铺ID',
  `order_id` VARCHAR(64) NOT NULL COMMENT '店匠订单ID',
  `line_item_id` VARCHAR(64) NOT NULL COMMENT '店匠明细ID',
  `product_id` VARCHAR(64) DEFAULT NULL COMMENT '商品ID',
  `variant_id` VARCHAR(64) DEFAULT NULL COMMENT '变体ID',
  `sku` VARCHAR(255) DEFAULT NULL COMMENT 'SKU',
  `title` VARCHAR(512) DEFAULT NULL COMMENT '商品标题',
  `quantity` INT NOT NULL COMMENT '数量',
  `price` DECIMAL(12,2) NOT NULL COMMENT '单价',
  `total_price` DECIMAL(12,2) NOT NULL COMMENT '总价',
  `created_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  `updated_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
  `deleted` BIT(1) NOT NULL DEFAULT b'0' COMMENT '是否删除',
  PRIMARY KEY (`id`),
  UNIQUE KEY `uk_store_line_item` (`store_id`, `line_item_id`),
  KEY `idx_tenant_id` (`tenant_id`),
  KEY `idx_order_id` (`order_id`),
  KEY `idx_product_id` (`product_id`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='店匠订单明细表';
```

### 6.4 同步调度策略

#### 6.4.1 首次全量同步

商家安装 APP 后，触发首次全量同步：

```java
@Service
public class DataSyncService {
    
    @Async
    public void syncAllData(Long shopConfigId) {
        log.info("Starting full data sync for shop: {}", shopConfigId);
        
        try {
            // 1. 同步商品（优先级最高）
            productSyncService.syncProducts(shopConfigId);
            
            // 2. 同步客户
            customerSyncService.syncCustomers(shopConfigId);
            
            // 3. 同步订单
            orderSyncService.syncOrders(shopConfigId);
            
            // 4. 注册 Webhook
            webhookService.registerWebhooks(shopConfigId);
            
            // 5. 索引商品到 ES
            esIndexService.indexProducts(shopConfigId);
            
            log.info("Full data sync completed for shop: {}", shopConfigId);
            
        } catch (Exception e) {
            log.error("Full data sync failed for shop: {}", shopConfigId, e);
            // 可选：发送告警通知
        }
    }
}
```

#### 6.4.2 定时增量同步

配置定时任务，定期同步数据：

```java
@Component
public class ScheduledSyncTask {
    
    @Autowired
    private DataSyncService dataSyncService;
    
    @Autowired
    private ShopConfigMapper shopConfigMapper;
    
    /**
     * 每小时同步一次商品数据
     */
    @Scheduled(cron = "0 0 * * * ?")
    public void syncProductsHourly() {
        List<ShopConfig> activeShops = shopConfigMapper.selectActiveShops();
        
        for (ShopConfig shop : activeShops) {
            try {
                productSyncService.syncProducts(shop.getId());
            } catch (Exception e) {
                log.error("Scheduled product sync failed for shop: {}", shop.getStoreName(), e);
            }
        }
    }
    
    /**
     * 每天同步一次客户和订单数据
     */
    @Scheduled(cron = "0 0 3 * * ?")
    public void syncCustomersAndOrdersDaily() {
        List<ShopConfig> activeShops = shopConfigMapper.selectActiveShops();
        
        for (ShopConfig shop : activeShops) {
            try {
                customerSyncService.syncCustomers(shop.getId());
                orderSyncService.syncOrders(shop.getId());
            } catch (Exception e) {
                log.error("Scheduled sync failed for shop: {}", shop.getStoreName(), e);
            }
        }
    }
}
```

#### 6.4.3 失败重试机制

使用 Spring Retry 实现失败重试：

```java
@Service
public class RobustSyncService {
    
    @Retryable(
        value = {ApiException.class, HttpClientErrorException.class},
        maxAttempts = 3,
        backoff = @Backoff(delay = 2000, multiplier = 2)
    )
    public void syncWithRetry(Long shopConfigId, String syncType) {
        switch (syncType) {
            case "products":
                productSyncService.syncProducts(shopConfigId);
                break;
            case "customers":
                customerSyncService.syncCustomers(shopConfigId);
                break;
            case "orders":
                orderSyncService.syncOrders(shopConfigId);
                break;
            default:
                throw new IllegalArgumentException("Unknown sync type: " + syncType);
        }
    }
    
    @Recover
    public void recoverFromSyncFailure(Exception e, Long shopConfigId, String syncType) {
        log.error("Sync failed after retries: shop={}, type={}", shopConfigId, syncType, e);
        // 记录失败日志，发送告警
        alertService.sendAlert("Data sync failed", 
            String.format("Shop: %d, Type: %s, Error: %s", shopConfigId, syncType, e.getMessage()));
    }
}
```

---

## 7. Webhook 集成

### 7.1 Webhook 概述

Webhook 是店匠平台的事件通知机制，当店铺发生特定事件（如商品更新、订单创建）时，店匠会主动向你注册的 Webhook 地址发送 HTTP POST 请求，实现实时数据同步。

**优势：**
- ✅ 实时性：事件发生后立即通知
- ✅ 减少 API 调用：避免频繁轮询
- ✅ 精准更新：只更新变化的数据

### 7.2 支持的 Webhook Topic

店匠支持以下 Webhook 事件类型：

#### 7.2.1 商品相关

| Topic | 说明 | 触发时机 |
|-------|------|----------|
| `products/create` | 商品创建 | 商家创建新商品时 |
| `products/update` | 商品更新 | 商家修改商品信息时 |
| `products/delete` | 商品删除 | 商家删除商品时 |

#### 7.2.2 订单相关

| Topic | 说明 | 触发时机 |
|-------|------|----------|
| `orders/create` | 订单创建 | 买家下单时 |
| `orders/updated` | 订单更新 | 订单状态变化时 |
| `orders/paid` | 订单支付 | 订单支付成功时 |
| `orders/cancelled` | 订单取消 | 订单被取消时 |

#### 7.2.3 客户相关

| Topic | 说明 | 触发时机 |
|-------|------|----------|
| `customers/create` | 客户创建 | 新客户注册时 |
| `customers/update` | 客户更新 | 客户信息更新时 |
| `customers/delete` | 客户删除 | 客户被删除时 |

### 7.3 注册 Webhook

#### 7.3.1 API 调用

店铺激活后，自动注册所需的 Webhook：

```bash
curl --request POST \
  --url 'https://47167113-1.myshoplaza.com/openapi/2022-01/webhooks' \
  --header 'access-token: V2WDYgkTvrN68QCESZ9eHb3EjpR6EBrPyAKe-m_JwYY' \
  --header 'accept: application/json' \
  --header 'content-type: application/json' \
  --data '{
    "address": "https://your-domain.com/webhook/shoplazza",
    "topic": "products/update"
  }'
```

**响应示例：**

```json
{
  "webhook": {
    "id": "123456",
    "address": "https://your-domain.com/webhook/shoplazza",
    "topic": "products/update",
    "created_at": "2024-01-15T10:00:00Z",
    "updated_at": "2024-01-15T10:00:00Z"
  }
}
```

#### 7.3.2 批量注册实现

```java
@Service
public class WebhookService {
    
    private static final List<String> WEBHOOK_TOPICS = Arrays.asList(
        "products/create",
        "products/update",
        "products/delete",
        "orders/create",
        "orders/updated",
        "orders/paid",
        "customers/create",
        "customers/update"
    );
    
    /**
     * 为店铺注册所有 Webhook
     */
    public void registerWebhooks(Long shopConfigId) {
        ShopConfig shop = shopConfigMapper.selectById(shopConfigId);
        if (shop == null) {
            throw new BusinessException("Shop not found");
        }
        
        String webhookUrl = buildWebhookUrl(shop.getStoreId());
        
        for (String topic : WEBHOOK_TOPICS) {
            try {
                registerSingleWebhook(shop, webhookUrl, topic);
                log.info("Registered webhook for shop: {}, topic: {}", shop.getStoreName(), topic);
            } catch (Exception e) {
                log.error("Failed to register webhook: shop={}, topic={}", shop.getStoreName(), topic, e);
                // 继续注册其他 Webhook
            }
        }
    }
    
    private void registerSingleWebhook(ShopConfig shop, String webhookUrl, String topic) {
        String endpoint = String.format(
            "https://%s/openapi/2022-01/webhooks",
            shop.getStoreDomain()
        );
        
        WebhookRequest request = new WebhookRequest();
        request.setAddress(webhookUrl);
        request.setTopic(topic);
        
        apiClient.post(shop.getStoreId(), endpoint, request, WebhookResponse.class);
    }
    
    private String buildWebhookUrl(String storeId) {
        return String.format("%s/webhook/shoplazza/%s", 
            appConfig.getBaseUrl(), 
            storeId);
    }
}
```

### 7.4 接收和处理 Webhook

#### 7.4.1 Webhook 请求格式

店匠发送的 Webhook 请求格式：

```http
POST /webhook/shoplazza/{store_id}
Content-Type: application/json
X-Shoplazza-Hmac-Sha256: {signature}
X-Shoplazza-Topic: products/update
X-Shoplazza-Shop-Domain: 47167113-1.myshoplaza.com

{
  "id": "193817395",
  "title": "蓝牙耳机",
  "variants": [...],
  "images": [...],
  ...
}
```

**请求头说明：**
- `X-Shoplazza-Hmac-Sha256`：HMAC-SHA256 签名（用于验证请求真实性）
- `X-Shoplazza-Topic`：事件类型
- `X-Shoplazza-Shop-Domain`：店铺域名

#### 7.4.2 签名验证

为了确保 Webhook 请求来自店匠平台，需要验证签名：

```java
@RestController
@RequestMapping("/webhook/shoplazza")
public class WebhookController {
    
    @Autowired
    private WebhookService webhookService;
    
    @PostMapping("/{storeId}")
    public ResponseEntity<String> handleWebhook(
            @PathVariable String storeId,
            @RequestHeader("X-Shoplazza-Hmac-Sha256") String signature,
            @RequestHeader("X-Shoplazza-Topic") String topic,
            @RequestHeader("X-Shoplazza-Shop-Domain") String shopDomain,
            @RequestBody String payload) {
        
        try {
            // 1. 验证签名
            if (!webhookService.verifySignature(storeId, payload, signature)) {
                log.warn("Invalid webhook signature: store={}, topic={}", storeId, topic);
                return ResponseEntity.status(HttpStatus.UNAUTHORIZED).body("Invalid signature");
            }
            
            // 2. 处理事件（异步）
            webhookService.processWebhookAsync(storeId, topic, payload);
            
            // 3. 立即返回 200（店匠要求3秒内响应）
            return ResponseEntity.ok("OK");
            
        } catch (Exception e) {
            log.error("Failed to handle webhook: store={}, topic={}", storeId, topic, e);
            return ResponseEntity.status(HttpStatus.INTERNAL_SERVER_ERROR).body("Error");
        }
    }
}

@Service
public class WebhookService {
    
    /**
     * 验证 Webhook 签名
     */
    public boolean verifySignature(String storeId, String payload, String signature) {
        ShopConfig shop = shopConfigMapper.selectByStoreId(storeId);
        if (shop == null) {
            return false;
        }
        
        // 使用 Client Secret 作为签名密钥
        String clientSecret = appConfig.getClientSecret();
        
        try {
            Mac mac = Mac.getInstance("HmacSHA256");
            SecretKeySpec secretKey = new SecretKeySpec(
                clientSecret.getBytes(StandardCharsets.UTF_8),
                "HmacSHA256"
            );
            mac.init(secretKey);
            
            byte[] hash = mac.doFinal(payload.getBytes(StandardCharsets.UTF_8));
            String computedSignature = Base64.getEncoder().encodeToString(hash);
            
            return computedSignature.equals(signature);
            
        } catch (Exception e) {
            log.error("Failed to verify signature", e);
            return false;
        }
    }
    
    /**
     * 异步处理 Webhook 事件
     */
    @Async
    public void processWebhookAsync(String storeId, String topic, String payload) {
        try {
            log.info("Processing webhook: store={}, topic={}", storeId, topic);
            
            switch (topic) {
                case "products/create":
                case "products/update":
                    handleProductUpdate(storeId, payload);
                    break;
                case "products/delete":
                    handleProductDelete(storeId, payload);
                    break;
                case "orders/create":
                case "orders/updated":
                case "orders/paid":
                    handleOrderUpdate(storeId, payload);
                    break;
                case "orders/cancelled":
                    handleOrderCancel(storeId, payload);
                    break;
                case "customers/create":
                case "customers/update":
                    handleCustomerUpdate(storeId, payload);
                    break;
                case "customers/delete":
                    handleCustomerDelete(storeId, payload);
                    break;
                default:
                    log.warn("Unknown webhook topic: {}", topic);
            }
            
        } catch (Exception e) {
            log.error("Failed to process webhook: store={}, topic={}", storeId, topic, e);
        }
    }
    
    private void handleProductUpdate(String storeId, String payload) {
        ProductDto product = JSON.parseObject(payload, ProductDto.class);
        ShopConfig shop = shopConfigMapper.selectByStoreId(storeId);
        
        // 更新数据库
        productSyncService.saveProduct(shop.getTenantId(), storeId, product);
        
        // 更新 ES 索引
        esIndexService.indexSingleProduct(shop.getTenantId(), product.getId());
    }
    
    private void handleProductDelete(String storeId, String payload) {
        ProductDto product = JSON.parseObject(payload, ProductDto.class);
        ShopConfig shop = shopConfigMapper.selectByStoreId(storeId);
        
        // 软删除数据库记录
        productSpuMapper.softDeleteByProductId(storeId, product.getId());
        
        // 从 ES 中删除
        esIndexService.deleteProduct(shop.getTenantId(), product.getId());
    }
    
    // ... 其他事件处理方法
}
```

### 7.5 幂等性保证

为了避免重复处理同一个事件，需要实现幂等性：

```java
@Service
public class WebhookEventService {
    
    @Autowired
    private RedisTemplate<String, String> redisTemplate;
    
    /**
     * 检查事件是否已处理（使用 Redis 去重）
     */
    public boolean isEventProcessed(String storeId, String topic, String eventId) {
        String key = String.format("webhook:processed:%s:%s:%s", storeId, topic, eventId);
        return Boolean.TRUE.equals(redisTemplate.hasKey(key));
    }
    
    /**
     * 标记事件已处理（保留24小时）
     */
    public void markEventProcessed(String storeId, String topic, String eventId) {
        String key = String.format("webhook:processed:%s:%s:%s", storeId, topic, eventId);
        redisTemplate.opsForValue().set(key, "1", 24, TimeUnit.HOURS);
    }
    
    /**
     * 处理事件（带幂等性保证）
     */
    @Transactional
    public void processEventIdempotent(String storeId, String topic, String eventId, Runnable handler) {
        // 检查是否已处理
        if (isEventProcessed(storeId, topic, eventId)) {
            log.info("Event already processed: store={}, topic={}, eventId={}", storeId, topic, eventId);
            return;
        }
        
        // 处理事件
        handler.run();
        
        // 标记已处理
        markEventProcessed(storeId, topic, eventId);
    }
}
```

---

## 8. Elasticsearch 索引

### 8.1 索引结构设计

基于店匠商品结构，设计 Elasticsearch mapping：

```json
{
  "settings": {
    "number_of_shards": 3,
    "number_of_replicas": 1,
    "analysis": {
      "analyzer": {
        "chinese_ecommerce": {
          "type": "custom",
          "tokenizer": "ik_max_word",
          "filter": ["lowercase"]
        }
      }
    }
  },
  "mappings": {
    "properties": {
      "tenant_id": {
        "type": "keyword"
      },
      "store_id": {
        "type": "keyword"
      },
      "product_id": {
        "type": "keyword"
      },
      "title": {
        "type": "text",
        "analyzer": "chinese_ecommerce",
        "fields": {
          "keyword": {
            "type": "keyword"
          },
          "en": {
            "type": "text",
            "analyzer": "english"
          }
        }
      },
      "title_embedding": {
        "type": "dense_vector",
        "dims": 1024,
        "index": true,
        "similarity": "cosine"
      },
      "body_html": {
        "type": "text",
        "analyzer": "chinese_ecommerce"
      },
      "vendor": {
        "type": "keyword"
      },
      "product_type": {
        "type": "keyword"
      },
      "tags": {
        "type": "keyword"
      },
      "price": {
        "type": "float"
      },
      "compare_at_price": {
        "type": "float"
      },
      "inventory_quantity": {
        "type": "integer"
      },
      "image_url": {
        "type": "keyword",
        "index": false
      },
      "image_embedding": {
        "type": "dense_vector",
        "dims": 1024,
        "index": true,
        "similarity": "cosine"
      },
      "variants": {
        "type": "nested",
        "properties": {
          "variant_id": {"type": "keyword"},
          "sku": {"type": "keyword"},
          "title": {"type": "text", "analyzer": "chinese_ecommerce"},
          "price": {"type": "float"},
          "inventory_quantity": {"type": "integer"},
          "option1": {"type": "keyword"},
          "option2": {"type": "keyword"},
          "option3": {"type": "keyword"}
        }
      },
      "status": {
        "type": "keyword"
      },
      "created_at": {
        "type": "date"
      },
      "updated_at": {
        "type": "date"
      }
    }
  }
}
```

### 8.2 索引命名规范

使用租户隔离的索引命名：

```
shoplazza_products_{tenant_id}
```

例如：
- `shoplazza_products_1`
- `shoplazza_products_2`

### 8.3 数据索引流程

#### 8.3.1 从数据库读取商品

```java
@Service
public class EsIndexService {
    
    @Autowired
    private ProductSpuMapper spuMapper;
    
    @Autowired
    private ProductSkuMapper skuMapper;
    
    @Autowired
    private ProductImageMapper imageMapper;
    
    @Autowired
    private EmbeddingService embeddingService;
    
    @Autowired
    private RestHighLevelClient esClient;
    
    /**
     * 为店铺的所有商品建立索引
     */
    public void indexProducts(Long shopConfigId) {
        ShopConfig shop = shopConfigMapper.selectById(shopConfigId);
        if (shop == null) {
            throw new BusinessException("Shop not found");
        }
        
        String indexName = String.format("shoplazza_products_%d", shop.getTenantId());
        
        // 1. 创建索引（如果不存在）
        createIndexIfNotExists(indexName);
        
        // 2. 查询所有商品
        List<ProductSpu> products = spuMapper.selectByStoreId(shop.getStoreId());
        
        // 3. 批量索引
        BulkRequest bulkRequest = new BulkRequest();
        
        for (ProductSpu spu : products) {
            try {
                // 构建 ES 文档
                Map<String, Object> doc = buildEsDocument(shop.getTenantId(), spu);
                
                // 添加到批量请求
                IndexRequest indexRequest = new IndexRequest(indexName)
                    .id(spu.getProductId())
                    .source(doc);
                bulkRequest.add(indexRequest);
                
                // 每500条提交一次
                if (bulkRequest.numberOfActions() >= 500) {
                    BulkResponse bulkResponse = esClient.bulk(bulkRequest, RequestOptions.DEFAULT);
                    if (bulkResponse.hasFailures()) {
                        log.error("Bulk index has failures: {}", bulkResponse.buildFailureMessage());
                    }
                    bulkRequest = new BulkRequest();
                }
                
            } catch (Exception e) {
                log.error("Failed to index product: {}", spu.getProductId(), e);
            }
        }
        
        // 4. 提交剩余的文档
        if (bulkRequest.numberOfActions() > 0) {
            BulkResponse bulkResponse = esClient.bulk(bulkRequest, RequestOptions.DEFAULT);
            if (bulkResponse.hasFailures()) {
                log.error("Bulk index has failures: {}", bulkResponse.buildFailureMessage());
            }
        }
        
        log.info("Indexed {} products for shop: {}", products.size(), shop.getStoreName());
    }
    
    /**
     * 构建 ES 文档
     */
    private Map<String, Object> buildEsDocument(Long tenantId, ProductSpu spu) {
        Map<String, Object> doc = new HashMap<>();
        
        // 基本字段
        doc.put("tenant_id", tenantId.toString());
        doc.put("store_id", spu.getStoreId());
        doc.put("product_id", spu.getProductId());
        doc.put("title", spu.getTitle());
        doc.put("body_html", spu.getBodyHtml());
        doc.put("vendor", spu.getVendor());
        doc.put("product_type", spu.getProductType());
        doc.put("status", spu.getStatus());
        doc.put("created_at", spu.getCreatedAt());
        doc.put("updated_at", spu.getUpdatedAt());
        
        // 标签
        if (StringUtils.isNotEmpty(spu.getTags())) {
            doc.put("tags", Arrays.asList(spu.getTags().split(",")));
        }
        
        // 变体（SKU）
        List<ProductSku> skus = skuMapper.selectByProductId(spu.getProductId());
        if (CollectionUtils.isNotEmpty(skus)) {
            List<Map<String, Object>> variants = new ArrayList<>();
            for (ProductSku sku : skus) {
                Map<String, Object> variant = new HashMap<>();
                variant.put("variant_id", sku.getVariantId());
                variant.put("sku", sku.getSku());
                variant.put("title", sku.getTitle());
                variant.put("price", sku.getPrice());
                variant.put("inventory_quantity", sku.getInventoryQuantity());
                variant.put("option1", sku.getOption1());
                variant.put("option2", sku.getOption2());
                variant.put("option3", sku.getOption3());
                variants.add(variant);
            }
            doc.put("variants", variants);
            
            // 使用第一个 SKU 的价格和库存
            ProductSku firstSku = skus.get(0);
            doc.put("price", firstSku.getPrice());
            doc.put("inventory_quantity", firstSku.getInventoryQuantity());
        }
        
        // 图片
        List<ProductImage> images = imageMapper.selectByProductId(spu.getProductId());
        if (CollectionUtils.isNotEmpty(images)) {
            ProductImage firstImage = images.get(0);
            doc.put("image_url", firstImage.getSrc());
            
            // 生成图片向量
            try {
                float[] imageEmbedding = embeddingService.encodeImage(firstImage.getSrc());
                doc.put("image_embedding", imageEmbedding);
            } catch (Exception e) {
                log.warn("Failed to encode image: {}", firstImage.getSrc(), e);
            }
        }
        
        // 生成标题向量
        try {
            float[] titleEmbedding = embeddingService.encodeText(spu.getTitle());
            doc.put("title_embedding", titleEmbedding);
        } catch (Exception e) {
            log.warn("Failed to encode title: {}", spu.getTitle(), e);
        }
        
        return doc;
    }
}
```

#### 8.3.2 调用 Python 向量服务

向量生成需要调用 Python 服务：

```java
@Service
public class EmbeddingService {
    
    @Autowired
    private RestTemplate restTemplate;
    
    @Value("${embedding.service.url}")
    private String embeddingServiceUrl;
    
    /**
     * 生成文本向量
     */
    public float[] encodeText(String text) {
        try {
            String url = embeddingServiceUrl + "/encode/text";
            
            Map<String, String> request = new HashMap<>();
            request.put("text", text);
            
            ResponseEntity<EmbeddingResponse> response = restTemplate.postForEntity(
                url,
                request,
                EmbeddingResponse.class
            );
            
            if (response.getStatusCode().is2xxSuccessful() && response.getBody() != null) {
                return response.getBody().getEmbedding();
            }
            
            throw new BusinessException("Failed to encode text");
            
        } catch (Exception e) {
            log.error("Failed to call embedding service", e);
            throw new BusinessException("Embedding service error", e);
        }
    }
    
    /**
     * 生成图片向量
     */
    public float[] encodeImage(String imageUrl) {
        try {
            String url = embeddingServiceUrl + "/encode/image";
            
            Map<String, String> request = new HashMap<>();
            request.put("image_url", imageUrl);
            
            ResponseEntity<EmbeddingResponse> response = restTemplate.postForEntity(
                url,
                request,
                EmbeddingResponse.class
            );
            
            if (response.getStatusCode().is2xxSuccessful() && response.getBody() != null) {
                return response.getBody().getEmbedding();
            }
            
            throw new BusinessException("Failed to encode image");
            
        } catch (Exception e) {
            log.error("Failed to call embedding service", e);
            throw new BusinessException("Embedding service error", e);
        }
    }
}
```

### 8.4 增量索引更新

Webhook 触发增量更新：

```java
public void indexSingleProduct(Long tenantId, String productId) {
    String indexName = String.format("shoplazza_products_%d", tenantId);
    
    ProductSpu spu = spuMapper.selectByProductId(productId);
    if (spu == null) {
        log.warn("Product not found: {}", productId);
        return;
    }
    
    try {
        // 构建文档
        Map<String, Object> doc = buildEsDocument(tenantId, spu);
        
        // 索引文档
        IndexRequest request = new IndexRequest(indexName)
            .id(productId)
            .source(doc);
        
        esClient.index(request, RequestOptions.DEFAULT);
        
        log.info("Indexed product: {}", productId);
        
    } catch (Exception e) {
        log.error("Failed to index product: {}", productId, e);
    }
}

public void deleteProduct(Long tenantId, String productId) {
    String indexName = String.format("shoplazza_products_%d", tenantId);
    
    try {
        DeleteRequest request = new DeleteRequest(indexName, productId);
        esClient.delete(request, RequestOptions.DEFAULT);
        
        log.info("Deleted product from ES: {}", productId);
        
    } catch (Exception e) {
        log.error("Failed to delete product from ES: {}", productId, e);
    }
}
```

---

## 9. 搜索服务集成

### 9.1 搜索 API 调用

Java 后端接收前端搜索请求后，转发给 Python 搜索服务：

```java
@RestController
@RequestMapping("/api/search")
public class SearchController {
    
    @Autowired
    private SearchService searchService;
    
    @PostMapping("/products")
    public ResponseEntity<SearchResponse> searchProducts(
            @RequestParam String storeId,
            @RequestBody SearchRequest request) {
        
        try {
            // 查询店铺配置，获取 tenant_id
            ShopConfig shop = shopConfigMapper.selectByStoreId(storeId);
            if (shop == null) {
                return ResponseEntity.status(HttpStatus.NOT_FOUND).body(null);
            }
            
            // 调用 Python 搜索服务
            SearchResponse response = searchService.search(shop.getTenantId(), request);
            
            // 记录搜索日志
            searchLogService.logSearch(shop.getId(), request.getQuery(), response.getTotal());
            
            return ResponseEntity.ok(response);
            
        } catch (Exception e) {
            log.error("Search failed: storeId={}, query={}", storeId, request.getQuery(), e);
            return ResponseEntity.status(HttpStatus.INTERNAL_SERVER_ERROR).body(null);
        }
    }
}

@Service
public class SearchService {
    
    @Autowired
    private RestTemplate restTemplate;
    
    @Value("${search.service.url}")
    private String searchServiceUrl;
    
    /**
     * 调用 Python 搜索服务
     */
    public SearchResponse search(Long tenantId, SearchRequest request) {
        try {
            String url = searchServiceUrl + "/search/";
            
            // 添加租户隔离参数
            request.setCustomer("tenant_" + tenantId);
            
            ResponseEntity<SearchResponse> response = restTemplate.postForEntity(
                url,
                request,
                SearchResponse.class
            );
            
            if (response.getStatusCode().is2xxSuccessful()) {
                return response.getBody();
            }
            
            throw new BusinessException("Search service returned error: " + response.getStatusCode());
            
        } catch (Exception e) {
            log.error("Failed to call search service", e);
            throw new BusinessException("Search service error", e);
        }
    }
}
```

### 9.2 店铺隔离

每个店铺对应一个租户，使用不同的 ES 索引：

```python
# Python 搜索服务
@app.post("/search/")
async def search_products(request: SearchRequest):
    # 根据 customer 参数确定租户 ID
    tenant_id = extract_tenant_id(request.customer)
    
    # 使用租户专属索引
    index_name = f"shoplazza_products_{tenant_id}"
    
    # 构建 ES 查询
    es_query = build_es_query(request)
    
    # 执行搜索
    response = es_client.search(
        index=index_name,
        body=es_query
    )
    
    # 返回结果
    return format_search_response(response)
```

### 9.3 搜索行为统计

#### 9.3.1 日志表设计

```sql
CREATE TABLE `shoplazza_search_log` (
  `id` BIGINT NOT NULL AUTO_INCREMENT COMMENT '主键ID',
  `tenant_id` BIGINT NOT NULL COMMENT '租户ID',
  `store_id` VARCHAR(64) NOT NULL COMMENT '店铺ID',
  `customer_id` VARCHAR(64) DEFAULT NULL COMMENT '客户ID',
  `session_id` VARCHAR(128) DEFAULT NULL COMMENT '会话ID',
  `query` VARCHAR(512) NOT NULL COMMENT '搜索关键词',
  `results_count` INT DEFAULT 0 COMMENT '结果数量',
  `search_type` VARCHAR(32) DEFAULT 'text' COMMENT '搜索类型：text, image, ai',
  `language` VARCHAR(16) DEFAULT NULL COMMENT '搜索语言',
  `has_results` BIT(1) DEFAULT b'1' COMMENT '是否有结果',
  `response_time_ms` INT DEFAULT NULL COMMENT '响应时间（毫秒）',
  `ip_address` VARCHAR(64) DEFAULT NULL COMMENT 'IP地址',
  `user_agent` VARCHAR(512) DEFAULT NULL COMMENT 'User Agent',
  `created_at` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  PRIMARY KEY (`id`),
  KEY `idx_tenant_id` (`tenant_id`),
  KEY `idx_store_id` (`store_id`),
  KEY `idx_query` (`query`),
  KEY `idx_created_at` (`created_at`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COMMENT='店匠搜索日志表';
```

#### 9.3.2 日志记录实现

```java
@Service
public class SearchLogService {
    
    @Autowired
    private SearchLogMapper searchLogMapper;
    
    /**
     * 记录搜索日志
     */
    @Async
    public void logSearch(Long shopConfigId, SearchRequest request, SearchResponse response, 
                         long responseTime, HttpServletRequest httpRequest) {
        try {
            ShopConfig shop = shopConfigMapper.selectById(shopConfigId);
            
            SearchLog log = new SearchLog();
            log.setTenantId(shop.getTenantId());
            log.setStoreId(shop.getStoreId());
            log.setCustomerId(request.getCustomerId());
            log.setSessionId(request.getSessionId());
            log.setQuery(request.getQuery());
            log.setResultsCount(response.getTotal());
            log.setSearchType(request.getSearchType());
            log.setLanguage(request.getLanguage());
            log.setHasResults(response.getTotal() > 0);
            log.setResponseTimeMs((int) responseTime);
            log.setIpAddress(getClientIp(httpRequest));
            log.setUserAgent(httpRequest.getHeader("User-Agent"));
            
            searchLogMapper.insert(log);
            
        } catch (Exception e) {
            log.error("Failed to log search", e);
        }
    }
    
    /**
     * 统计分析：热门搜索词
     */
    public List<SearchStats> getHotQueries(String storeId, int limit) {
        return searchLogMapper.selectHotQueries(storeId, limit);
    }
    
    /**
     * 统计分析：无结果搜索
     */
    public List<SearchStats> getNoResultQueries(String storeId, int limit) {
        return searchLogMapper.selectNoResultQueries(storeId, limit);
    }
}
```

---

## 10. 前端扩展开发

### 10.1 主题扩展开发

店匠使用 Liquid 模板语言开发主题扩展。

#### 10.1.1 创建扩展项目

```bash
mkdir shoplazza-ai-search-app
cd shoplazza-ai-search-app

# 目录结构
├── app-blocks/
│   ├── search-box.liquid          # 搜索框组件
│   ├── search-results.liquid      # 搜索结果组件
│   └── settings.json              # 组件配置
├── assets/
│   ├── search-box.js              # JavaScript
│   ├── search-box.css             # 样式
│   └── search-results.js
├── locales/
│   ├── en.json                    # 英文翻译
│   ├── zh-CN.json                 # 中文翻译
│   └── es.json                    # 西班牙语翻译
└── config.json                    # APP 配置
```

#### 10.1.2 搜索框组件（search-box.liquid）

```liquid
<div class="ai-search-box" data-app-block="ai-search">
  <form class="search-form" onsubmit="return handleSearch(event)">
    <div class="search-input-wrapper">
      <input 
        type="text" 
        name="q" 
        class="search-input" 
        placeholder="{{ 'search.placeholder' | t }}"
        autocomplete="off"
      />
      <button type="submit" class="search-button">
        <svg class="search-icon" viewBox="0 0 24 24">
          <path d="M15.5 14h-.79l-.28-.27C15.41 12.59 16 11.11 16 9.5 16 5.91 13.09 3 9.5 3S3 5.91 3 9.5 5.91 16 9.5 16c1.61 0 3.09-.59 4.23-1.57l.27.28v.79l5 4.99L20.49 19l-4.99-5zm-6 0C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14z"/>
        </svg>
      </button>
    </div>
    <div class="search-suggestions" id="search-suggestions"></div>
  </form>
</div>

<script>
window.AI_SEARCH_CONFIG = {
  storeId: "{{ shop.domain }}",
  apiEndpoint: "https://your-domain.com/api/search/products",
  locale: "{{ shop.locale }}"
};
</script>

<link rel="stylesheet" href="{{ 'search-box.css' | asset_url }}">
<script src="{{ 'search-box.js' | asset_url }}" defer></script>
```

#### 10.1.3 搜索框 JavaScript（search-box.js）

```javascript
// 搜索框功能
(function() {
  const config = window.AI_SEARCH_CONFIG || {};
  let searchTimeout;
  
  function handleSearch(event) {
    event.preventDefault();
    const query = event.target.q.value.trim();
    
    if (!query) return false;
    
    // 跳转到搜索结果页
    window.location.href = `/pages/search-results?q=${encodeURIComponent(query)}`;
    return false;
  }
  
  // 搜索建议（自动补全）
  function setupAutocomplete() {
    const input = document.querySelector('.search-input');
    const suggestionsContainer = document.getElementById('search-suggestions');
    
    if (!input || !suggestionsContainer) return;
    
    input.addEventListener('input', function(e) {
      clearTimeout(searchTimeout);
      const query = e.target.value.trim();
      
      if (query.length < 2) {
        suggestionsContainer.innerHTML = '';
        suggestionsContainer.style.display = 'none';
        return;
      }
      
      searchTimeout = setTimeout(() => {
        fetchSuggestions(query);
      }, 300);
    });
    
    // 点击外部关闭建议
    document.addEventListener('click', function(e) {
      if (!e.target.closest('.ai-search-box')) {
        suggestionsContainer.style.display = 'none';
      }
    });
  }
  
  async function fetchSuggestions(query) {
    try {
      const response = await fetch(`${config.apiEndpoint}/suggestions?q=${encodeURIComponent(query)}&store_id=${config.storeId}`);
      const data = await response.json();
      
      if (data.suggestions && data.suggestions.length > 0) {
        renderSuggestions(data.suggestions);
      }
    } catch (error) {
      console.error('Failed to fetch suggestions:', error);
    }
  }
  
  function renderSuggestions(suggestions) {
    const container = document.getElementById('search-suggestions');
    
    const html = suggestions.map(item => `
      <div class="suggestion-item" onclick="selectSuggestion('${item.text}')">
        ${item.text}
      </div>
    `).join('');
    
    container.innerHTML = html;
    container.style.display = 'block';
  }
  
  window.selectSuggestion = function(text) {
    document.querySelector('.search-input').value = text;
    document.getElementById('search-suggestions').style.display = 'none';
    document.querySelector('.search-form').submit();
  };
  
  window.handleSearch = handleSearch;
  
  // 初始化
  if (document.readyState === 'loading') {
    document.addEventListener('DOMContentLoaded', setupAutocomplete);
  } else {
    setupAutocomplete();
  }
})();
```

#### 10.1.4 搜索结果页（search-results.liquid）

```liquid
<div class="ai-search-results" data-app-block="ai-search-results">
  <div class="search-header">
    <h1>{{ 'search.title' | t }}</h1>
    <div class="search-query">
      {{ 'search.results_for' | t }}: <strong id="current-query"></strong>
    </div>
  </div>
  
  <div class="search-filters" id="search-filters">
    <!-- 动态生成的过滤器 -->
  </div>
  
  <div class="search-results-grid" id="search-results">
    <div class="loading">{{ 'search.loading' | t }}</div>
  </div>
  
  <div class="search-pagination" id="search-pagination"></div>
</div>

<script>
window.AI_SEARCH_CONFIG = {
  storeId: "{{ shop.domain }}",
  apiEndpoint: "https://your-domain.com/api/search/products",
  locale: "{{ shop.locale }}",
  currency: "{{ shop.currency }}"
};
</script>

<link rel="stylesheet" href="{{ 'search-results.css' | asset_url }}">
<script src="{{ 'search-results.js' | asset_url }}" defer></script>
```

#### 10.1.5 搜索结果 JavaScript（search-results.js）

```javascript
(function() {
  const config = window.AI_SEARCH_CONFIG || {};
  let currentPage = 1;
  let currentQuery = '';
  let currentFilters = {};
  
  // 从 URL 获取搜索参数
  function getSearchParams() {
    const params = new URLSearchParams(window.location.search);
    return {
      query: params.get('q') || '',
      page: parseInt(params.get('page')) || 1
    };
  }
  
  // 执行搜索
  async function performSearch() {
    const params = getSearchParams();
    currentQuery = params.query;
    currentPage = params.page;
    
    if (!currentQuery) {
      showError('Please enter a search query');
      return;
    }
    
    document.getElementById('current-query').textContent = currentQuery;
    showLoading();
    
    try {
      const response = await fetch(config.apiEndpoint, {
        method: 'POST',
        headers: {
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({
          query: currentQuery,
          page: currentPage,
          size: 24,
          filters: currentFilters,
          facets: ['product_type', 'vendor', 'tags'],
          customer: `tenant_${config.storeId}`
        })
      });
      
      const data = await response.json();
      
      if (data.results) {
        renderResults(data.results);
        renderFacets(data.facets);
        renderPagination(data.total, currentPage, 24);
      } else {
        showError('No results found');
      }
    } catch (error) {
      console.error('Search failed:', error);
      showError('Search failed. Please try again.');
    }
  }
  
  // 渲染搜索结果
  function renderResults(results) {
    const container = document.getElementById('search-results');
    
    if (results.length === 0) {
      container.innerHTML = '<div class="no-results">No products found</div>';
      return;
    }
    
    const html = results.map(product => `
      <div class="product-card">
        <a href="/products/${product.handle}" class="product-link">
          <div class="product-image">
            <img src="${product.image_url || '/assets/placeholder.jpg'}" alt="${product.title}">
          </div>
          <div class="product-info">
            <h3 class="product-title">${product.title}</h3>
            <div class="product-vendor">${product.vendor || ''}</div>
            <div class="product-price">
              ${formatPrice(product.price, config.currency)}
            </div>
          </div>
        </a>
      </div>
    `).join('');
    
    container.innerHTML = html;
  }
  
  // 渲染分面过滤器
  function renderFacets(facets) {
    const container = document.getElementById('search-filters');
    
    if (!facets || Object.keys(facets).length === 0) {
      container.innerHTML = '';
      return;
    }
    
    let html = '<div class="filters-title">Filters</div>';
    
    for (const [field, values] of Object.entries(facets)) {
      if (values.length === 0) continue;
      
      html += `
        <div class="filter-group">
          <h4 class="filter-title">${formatFieldName(field)}</h4>
          <div class="filter-options">
            ${values.map(item => `
              <label class="filter-option">
                <input type="checkbox" 
                       value="${item.value}" 
                       onchange="toggleFilter('${field}', '${item.value}')">
                <span>${item.value} (${item.count})</span>
              </label>
            `).join('')}
          </div>
        </div>
      `;
    }
    
    container.innerHTML = html;
  }
  
  // 切换过滤器
  window.toggleFilter = function(field, value) {
    if (!currentFilters[field]) {
      currentFilters[field] = [];
    }
    
    const index = currentFilters[field].indexOf(value);
    if (index > -1) {
      currentFilters[field].splice(index, 1);
      if (currentFilters[field].length === 0) {
        delete currentFilters[field];
      }
    } else {
      currentFilters[field].push(value);
    }
    
    currentPage = 1;
    performSearch();
  };
  
  // 渲染分页
  function renderPagination(total, page, pageSize) {
    const container = document.getElementById('search-pagination');
    const totalPages = Math.ceil(total / pageSize);
    
    if (totalPages <= 1) {
      container.innerHTML = '';
      return;
    }
    
    let html = '<div class="pagination">';
    
    // 上一页
    if (page > 1) {
      html += `<a href="?q=${encodeURIComponent(currentQuery)}&page=${page - 1}" class="page-link">Previous</a>`;
    }
    
    // 页码
    for (let i = Math.max(1, page - 2); i <= Math.min(totalPages, page + 2); i++) {
      if (i === page) {
        html += `<span class="page-link active">${i}</span>`;
      } else {
        html += `<a href="?q=${encodeURIComponent(currentQuery)}&page=${i}" class="page-link">${i}</a>`;
      }
    }
    
    // 下一页
    if (page < totalPages) {
      html += `<a href="?q=${encodeURIComponent(currentQuery)}&page=${page + 1}" class="page-link">Next</a>`;
    }
    
    html += '</div>';
    container.innerHTML = html;
  }
  
  // 工具函数
  function formatPrice(price, currency) {
    return new Intl.NumberFormat('en-US', {
      style: 'currency',
      currency: currency || 'USD'
    }).format(price);
  }
  
  function formatFieldName(field) {
    return field.replace(/_/g, ' ').replace(/\b\w/g, l => l.toUpperCase());
  }
  
  function showLoading() {
    document.getElementById('search-results').innerHTML = '<div class="loading">Loading...</div>';
  }
  
  function showError(message) {
    document.getElementById('search-results').innerHTML = `<div class="error">${message}</div>`;
  }
  
  // 初始化
  if (document.readyState === 'loading') {
    document.addEventListener('DOMContentLoaded', performSearch);
  } else {
    performSearch();
  }
})();
```

### 10.2 多语言支持

#### 10.2.1 中文翻译（locales/zh-CN.json）

```json
{
  "search": {
    "placeholder": "搜索商品...",
    "title": "搜索结果",
    "results_for": "搜索",
    "loading": "加载中...",
    "no_results": "未找到相关商品",
    "filters": "筛选",
    "clear_filters": "清除筛选"
  }
}
```

#### 10.2.2 英文翻译（locales/en.json）

```json
{
  "search": {
    "placeholder": "Search products...",
    "title": "Search Results",
    "results_for": "Search results for",
    "loading": "Loading...",
    "no_results": "No products found",
    "filters": "Filters",
    "clear_filters": "Clear filters"
  }
}
```

### 10.3 主题装修集成

商家可以在店铺后台的主题装修中添加搜索扩展：

1. 进入店铺后台 → 主题 → 装修
2. 点击"添加卡片"
3. 选择"APPS"分类
4. 找到"AI 搜索" APP
5. 拖拽"搜索框"组件到导航栏或页面顶部
6. 创建自定义页面"搜索结果"，添加"搜索结果"组件
7. 保存并发布主题

---

## 11. 部署和上线

### 11.1 域名和 SSL 配置

#### 11.1.1 域名申请

申请一个公网域名，例如：
```
saas-ai-api.example.com
```

#### 11.1.2 SSL 证书配置

使用 Let's Encrypt 或其他 CA 颁发的 SSL 证书：

```bash
# 使用 Certbot 申请证书
sudo apt-get install certbot
sudo certbot certonly --standalone -d saas-ai-api.example.com
```

#### 11.1.3 Nginx 配置

```nginx
server {
    listen 443 ssl http2;
    server_name saas-ai-api.example.com;
    
    ssl_certificate /etc/letsencrypt/live/saas-ai-api.example.com/fullchain.pem;
    ssl_certificate_key /etc/letsencrypt/live/saas-ai-api.example.com/privkey.pem;
    
    # OAuth 回调
    location /oauth/ {
        proxy_pass http://localhost:8080;
        proxy_set_header Host $host;
        proxy_set_header X-Real-IP $remote_addr;
    }
    
    # Webhook 接收
    location /webhook/ {
        proxy_pass http://localhost:8080;
        proxy_set_header Host $host;
        proxy_set_header X-Real-IP $remote_addr;
    }
    
    # 搜索 API
    location /api/search/ {
        proxy_pass http://localhost:8080;
        proxy_set_header Host $host;
        proxy_set_header X-Real-IP $remote_addr;
    }
}
```

### 11.2 应用审核准备

#### 11.2.1 应用商店信息

在店匠 Partner 后台填写应用信息：

**基本信息：**
- APP 名称：AI 智能搜索
- APP 图标：上传 512x512 PNG 图标
- APP 分类：Search & Discovery
- 短描述：为您的店铺提供多语言、语义搜索和 AI 推荐功能
- 详细描述：（500-2000字，介绍功能特性、使用场景、优势）

**应用截图：**
- 至少 3 张截图（1280x800 或 1920x1080）
- 搜索框界面截图
- 搜索结果页截图
- 后台管理界面截图

**演示视频：**
- 1-2分钟演示视频
- 展示 APP 安装、配置、使用流程

**定价信息：**
- 免费试用期：14 天
- 月费：$29.99/月
- 年费：$299/年（节省 17%）

#### 11.2.2 测试账号

提供测试账号供店匠审核团队测试：

```
测试店铺：test-shop-12345.myshoplaza.com
管理员账号：test@example.com
管理员密码：TestPassword123!
```

#### 11.2.3 文档准备

提供完整的文档：

- **安装指南**：如何安装和配置 APP
- **使用手册**：如何使用搜索功能
- **API 文档**：开发者集成文档
- **FAQ**：常见问题解答
- **支持联系方式**：support@example.com

### 11.3 审核和发布

#### 11.3.1 提交审核

1. 在 Partner 后台点击"提交审核"
2. 填写审核说明
3. 等待审核结果（通常 3-7 个工作日）

#### 11.3.2 审核常见问题

店匠应用审核的常见拒绝原因：

1. **功能问题：**
   - 核心功能无法正常使用
   - 页面加载速度过慢
   - 移动端适配不良

2. **权限问题：**
   - 申请了不必要的权限
   - 未说明权限用途

3. **UI/UX 问题：**
   - 界面与店铺风格不一致
   - 缺少多语言支持
   - 操作流程不清晰

4. **文档问题：**
   - 缺少必要的文档
   - 文档描述不清楚
   - 测试账号无法访问

#### 11.3.3 应用发布

审核通过后：

1. 应用自动发布到店匠应用市场
2. 商家可以搜索并安装你的 APP
3. 开始正式运营和推广

---

## 12. 附录

### 12.1 API 参考

#### 12.1.1 店匠 API 端点速查表

| API | 端点 | 方法 | 说明 |
|-----|------|------|------|
| **OAuth** |
| 授权 URL | `/partner/oauth/authorize` | GET | 获取授权 |
| 获取 Token | `/partner/oauth/token` | POST | 换取 Token |
| **商品** |
| 商品列表 | `/openapi/2022-01/products` | GET | 获取商品列表 |
| 商品详情 | `/openapi/2022-01/products/{id}` | GET | 获取单个商品 |
| 商品总数 | `/openapi/2022-01/products/count` | GET | 获取商品总数 |
| **订单** |
| 订单列表 | `/openapi/2022-01/orders` | GET | 获取订单列表 |
| 订单详情 | `/openapi/2022-01/orders/{id}` | GET | 获取单个订单 |
| **客户** |
| 客户列表 | `/openapi/2022-01/customers` | GET | 获取客户列表 |
| 客户详情 | `/openapi/2022-01/customers/{id}` | GET | 获取单个客户 |
| **Webhook** |
| 注册 Webhook | `/openapi/2022-01/webhooks` | POST | 注册事件通知 |
| Webhook 列表 | `/openapi/2022-01/webhooks` | GET | 获取已注册列表 |
| 删除 Webhook | `/openapi/2022-01/webhooks/{id}` | DELETE | 删除 Webhook |

#### 12.1.2 搜索 API 请求示例

**文本搜索：**

```bash
curl -X POST http://your-domain:6002/search/ \
  -H "Content-Type: application/json" \
  -d '{
    "query": "bluetooth headphone",
    "customer": "tenant_1",
    "size": 20,
    "from": 0,
    "filters": {
      "product_type": "Electronics"
    },
    "facets": ["vendor", "product_type", "tags"]
  }'
```

**图片搜索：**

```bash
curl -X POST http://your-domain:6002/search/image \
  -H "Content-Type: application/json" \
  -d '{
    "image_url": "https://example.com/image.jpg",
    "customer": "tenant_1",
    "size": 20
  }'
```

### 12.2 数据库表结构 DDL

完整的数据库表创建脚本请参考第 4、6 章节中的 SQL 语句。

**核心表列表：**
- `system_tenant` - 租户表
- `shoplazza_shop_config` - 店铺配置表
- `shoplazza_product_spu` - 商品 SPU 表
- `shoplazza_product_sku` - 商品 SKU 表
- `shoplazza_product_image` - 商品图片表
- `shoplazza_customer` - 客户表
- `shoplazza_customer_address` - 客户地址表
- `shoplazza_order` - 订单表
- `shoplazza_order_item` - 订单明细表
- `shoplazza_search_log` - 搜索日志表

### 12.3 配置示例

#### 12.3.1 application.yml 配置

```yaml
# OAuth 配置
shoplazza:
  oauth:
    client-id: m8F9PrPnxpyrlz4ONBWRoINsa5xyNT4Qd-Fh_h7o1es
    client-secret: m2cDNrBqAa8TKeridXd4eXnhi9E7pda2gKXet_72rjo
    redirect-uri: https://your-domain.com/oauth/callback
    scopes:
      - read_shop
      - read_product
      - read_order
      - read_customer
      - read_app_proxy
  
  # Webhook 配置
  webhook:
    base-url: https://your-domain.com/webhook/shoplazza
    topics:
      - products/create
      - products/update
      - products/delete
      - orders/create
      - customers/create

# 搜索服务配置
search:
  service:
    url: http://localhost:6002
    timeout: 30000

# 向量服务配置
embedding:
  service:
    url: http://localhost:6003
    timeout: 60000

# Elasticsearch 配置
elasticsearch:
  hosts: localhost:9200
  username: elastic
  password: changeme

# 数据同步配置
sync:
  enabled: true
  batch-size: 50
  schedule:
    products: "0 0 */1 * * ?"  # 每小时
    orders: "0 0 3 * * ?"       # 每天凌晨3点
    customers: "0 0 4 * * ?"    # 每天凌晨4点
```

### 12.4 故障排查

#### 12.4.1 OAuth 认证失败

**问题：** 授权回调时报错 "Invalid redirect_uri"

**解决：**
1. 检查 Partner 后台配置的 Redirect URI 是否与代码中一致
2. 确保 Redirect URI 使用 HTTPS 协议
3. 确保 Redirect URI 可公网访问

#### 12.4.2 Token 过期

**问题：** API 调用返回 401 Unauthorized

**解决：**
1. 检查数据库中的 `token_expires_at` 字段
2. 使用 Refresh Token 刷新 Access Token
3. 更新数据库中的 Token 信息

#### 12.4.3 API 调用速率限制

**问题：** API 返回 429 Too Many Requests

**解决：**
1. 降低请求频率
2. 实现指数退避重试
3. 解析响应头中的 `X-RateLimit-Reset` 字段，等待到指定时间后再重试

#### 12.4.4 Webhook 接收失败

**问题：** Webhook 事件未收到或签名验证失败

**解决：**
1. 检查 Webhook 地址是否可公网访问
2. 检查签名验证逻辑是否正确使用 Client Secret
3. 查看店匠后台的 Webhook 日志，确认发送状态
4. 确保 Webhook 处理在 3 秒内返回 200 响应

#### 12.4.5 商品搜索无结果

**问题：** 搜索返回空结果

**解决：**
1. 检查 ES 索引是否存在：`GET /shoplazza_products_1/_count`
2. 检查商品是否已索引：`GET /shoplazza_products_1/_search`
3. 检查租户隔离参数是否正确
4. 查看搜索服务日志，确认查询语句

#### 12.4.6 向量生成失败

**问题：** 图片或文本向量生成失败

**解决：**
1. 检查向量服务是否正常运行
2. 检查向量服务的 GPU/CPU 资源是否充足
3. 检查图片 URL 是否可访问
4. 查看向量服务日志

---

## 13. 参考资料

### 13.1 官方文档

- [店匠开发者文档](https://www.shoplazza.dev/reference/overview-29)
- [店匠 OAuth 文档](https://www.shoplazza.dev/v2024.07/reference/authentication)
- [店匠 API 参考](https://www.shoplazza.dev/v2024.07/reference/overview)
- [店匠 Webhook 文档](https://www.shoplazza.dev/v2024.07/reference/webhooks)

### 13.2 技术栈文档

- [OAuth 2.0 RFC 6749](https://tools.ietf.org/html/rfc6749)
- [Elasticsearch 官方文档](https://www.elastic.co/guide/en/elasticsearch/reference/current/index.html)
- [Liquid 模板语言](https://shopify.github.io/liquid/)
- [FastAPI 文档](https://fastapi.tiangolo.com/)

### 13.3 联系支持

如有问题，请联系：

- **技术支持邮箱**: support@example.com
- **开发者社区**: https://community.example.com
- **GitHub Issues**: https://github.com/your-org/search-saas/issues

---

**文档版本**: v1.0  
**最后更新**: 2025-11-12  
**维护团队**: 搜索 SaaS 开发团队