{"id":210,"date":"2026-07-19T09:44:43","date_gmt":"2026-07-19T01:44:43","guid":{"rendered":"https:\/\/yykcj.com\/?p=210"},"modified":"2026-07-19T09:44:43","modified_gmt":"2026-07-19T01:44:43","slug":"cqrs-%e6%a8%a1%e5%bc%8f%e5%ae%9e%e6%88%98%ef%bc%9a%e7%94%a8-typescript-%e6%9e%84%e5%bb%ba%e5%8f%af%e6%89%a9%e5%b1%95%e7%9a%84%e8%af%bb%e5%86%99%e5%88%86%e7%a6%bb%e6%9e%b6%e6%9e%84","status":"publish","type":"post","link":"https:\/\/yykcj.com\/?p=210","title":{"rendered":"CQRS \u6a21\u5f0f\u5b9e\u6218\uff1a\u7528 TypeScript \u6784\u5efa\u53ef\u6269\u5c55\u7684\u8bfb\u5199\u5206\u79bb\u67b6\u6784"},"content":{"rendered":"<h1>CQRS \u6a21\u5f0f\u5b9e\u6218\uff1a\u7528 TypeScript \u6784\u5efa\u53ef\u6269\u5c55\u7684\u8bfb\u5199\u5206\u79bb\u67b6\u6784<\/h1>\n<h2>\u6458\u8981<\/h2>\n<p>CQRS\uff08Command Query Responsibility Segregation\uff09\u662f\u4e00\u79cd\u5c06\u8bfb\u64cd\u4f5c\u548c\u5199\u64cd\u4f5c\u5206\u79bb\u7684\u67b6\u6784\u6a21\u5f0f\uff0c\u80fd\u663e\u8457\u63d0\u5347\u7cfb\u7edf\u7684\u53ef\u6269\u5c55\u6027\u548c\u7ef4\u62a4\u6027\u3002\u672c\u6587\u5c06\u901a\u8fc7\u4e00\u4e2a\u7535\u5546\u8ba2\u5355\u7cfb\u7edf\u7684\u5b8c\u6574\u6848\u4f8b\uff0c\u624b\u628a\u624b\u6559\u4f60\u5b9e\u73b0 CQRS \u6a21\u5f0f\uff0c\u6db5\u76d6\u547d\u4ee4\u4e0e\u67e5\u8be2\u5206\u79bb\u3001\u4e8b\u4ef6\u6eaf\u6e90\u3001\u8bfb\u5199\u6a21\u578b\u72ec\u7acb\u4f18\u5316\u7b49\u6838\u5fc3\u5b9e\u8df5\uff0c\u5e76\u5206\u4eab\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e38\u89c1\u9677\u9631\u4e0e\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<h2>\u4e3a\u4ec0\u4e48\u9700\u8981 CQRS\uff1f<\/h2>\n<p>\u5728\u4f20\u7edf CRUD \u5e94\u7528\u4e2d\uff0c\u6211\u4eec\u901a\u5e38\u5bf9\u540c\u4e00\u6570\u636e\u6a21\u578b\u8fdb\u884c\u8bfb\u5199\u64cd\u4f5c\u3002\u968f\u7740\u4e1a\u52a1\u590d\u6742\u5ea6\u7684\u63d0\u5347\uff0c\u8fd9\u79cd\u6a21\u5f0f\u4f1a\u9047\u5230\u74f6\u9888\uff1a<\/p>\n<ul>\n<li><strong>\u8bfb\u5199\u8d1f\u8f7d\u4e0d\u5747\u8861<\/strong>\uff1a\u9ad8\u9891\u67e5\u8be2\u548c\u4f4e\u9891\u5199\u5165\u5171\u7528\u540c\u4e00\u4e2a\u6a21\u578b\uff0c\u5bfc\u81f4\u8d44\u6e90\u4e89\u62a2\u3002<\/li>\n<li><strong>\u67e5\u8be2\u6027\u80fd\u74f6\u9888<\/strong>\uff1a\u590d\u6742\u7684\u62a5\u8868\u67e5\u8be2\u9700\u8981\u591a\u8868 JOIN\uff0c\u800c\u5199\u64cd\u4f5c\u8981\u6c42\u6570\u636e\u4e00\u81f4\u6027\uff0c\u4e24\u8005\u96be\u4ee5\u517c\u987e\u3002<\/li>\n<li><strong>\u56e2\u961f\u534f\u4f5c\u56f0\u96be<\/strong>\uff1a\u8bfb\u5199\u903b\u8f91\u8026\u5408\u5728\u540c\u4e00\u4e2a\u670d\u52a1\u4e2d\uff0c\u4e0d\u540c\u56e2\u961f\u4fee\u6539\u540c\u4e00\u4ee3\u7801\u5bb9\u6613\u51b2\u7a81\u3002<\/li>\n<\/ul>\n<p>CQRS \u901a\u8fc7\u5c06\u547d\u4ee4\uff08\u5199\uff09\u548c\u67e5\u8be2\uff08\u8bfb\uff09\u5206\u79bb\u5230\u4e0d\u540c\u7684\u6a21\u578b\u548c\u670d\u52a1\u4e2d\uff0c\u89e3\u51b3\u4e86\u4e0a\u8ff0\u95ee\u9898\u3002<\/p>\n<h2>\u6848\u4f8b\uff1a\u7535\u5546\u8ba2\u5355\u7cfb\u7edf<\/h2>\n<p>\u6211\u4eec\u5c06\u6784\u5efa\u4e00\u4e2a\u7b80\u5316\u7248\u7684\u7535\u5546\u8ba2\u5355\u7cfb\u7edf\uff0c\u652f\u6301\u4ee5\u4e0b\u529f\u80fd\uff1a<\/p>\n<ul>\n<li><strong>\u521b\u5efa\u8ba2\u5355<\/strong>\uff1a\u7528\u6237\u63d0\u4ea4\u8d2d\u7269\u8f66\u751f\u6210\u8ba2\u5355\u3002<\/li>\n<li><strong>\u67e5\u8be2\u8ba2\u5355<\/strong>\uff1a\u6309\u7528\u6237 ID \u67e5\u8be2\u8ba2\u5355\u5217\u8868\u3002<\/li>\n<li><strong>\u67e5\u8be2\u8ba2\u5355\u7edf\u8ba1<\/strong>\uff1a\u83b7\u53d6\u6bcf\u65e5\u8ba2\u5355\u6570\u91cf\u3002<\/li>\n<\/ul>\n<p>\u6211\u4eec\u5c06\u91c7\u7528 CQRS \u6a21\u5f0f\uff0c\u5c06\u5199\u64cd\u4f5c\uff08\u547d\u4ee4\uff09\u548c\u8bfb\u64cd\u4f5c\uff08\u67e5\u8be2\uff09\u5206\u79bb\u3002<\/p>\n<h2>\u6280\u672f\u6808<\/h2>\n<ul>\n<li>TypeScript<\/li>\n<li>Express.js<\/li>\n<li>MongoDB\uff08\u5199\u6a21\u578b\uff09<\/li>\n<li>Redis\uff08\u8bfb\u6a21\u578b\u7f13\u5b58\uff09<\/li>\n<li>Node.js<\/li>\n<\/ul>\n<h2>\u9879\u76ee\u7ed3\u6784<\/h2>\n<pre><code>\nsrc\/\n\u251c\u2500\u2500 commands\/       # \u547d\u4ee4\u5904\u7406\n\u2502   \u251c\u2500\u2500 CreateOrderCommand.ts\n\u2502   \u2514\u2500\u2500 CreateOrderHandler.ts\n\u251c\u2500\u2500 queries\/        # \u67e5\u8be2\u5904\u7406\n\u2502   \u251c\u2500\u2500 GetOrdersQuery.ts\n\u2502   \u2514\u2500\u2500 GetOrdersHandler.ts\n\u251c\u2500\u2500 models\/         # \u6570\u636e\u6a21\u578b\n\u2502   \u251c\u2500\u2500 Order.ts            # \u5199\u6a21\u578b\uff08Mongoose\uff09\n\u2502   \u2514\u2500\u2500 OrderReadModel.ts   # \u8bfb\u6a21\u578b\uff08Redis\uff09\n\u251c\u2500\u2500 events\/         # \u4e8b\u4ef6\n\u2502   \u2514\u2500\u2500 OrderCreatedEvent.ts\n\u251c\u2500\u2500 infrastructure\/ # \u57fa\u7840\u8bbe\u65bd\n\u2502   \u251c\u2500\u2500 EventBus.ts\n\u2502   \u2514\u2500\u2500 Database.ts\n\u2514\u2500\u2500 index.ts        # \u5165\u53e3\n<\/code><\/pre>\n<h2>\u7b2c\u4e00\u6b65\uff1a\u5b9a\u4e49\u547d\u4ee4\u548c\u67e5\u8be2<\/h2>\n<p>\u547d\u4ee4\u548c\u67e5\u8be2\u662f CQRS \u7684\u6838\u5fc3\u6982\u5ff5\u3002\u547d\u4ee4\u8868\u793a\u4e00\u4e2a\u610f\u56fe\uff08\u5982\u201c\u521b\u5efa\u8ba2\u5355\u201d\uff09\uff0c\u901a\u5e38\u4ee5\u52a8\u8bcd\u5f00\u5934\uff1b\u67e5\u8be2\u8868\u793a\u4e00\u4e2a\u8bf7\u6c42\uff08\u5982\u201c\u83b7\u53d6\u8ba2\u5355\u5217\u8868\u201d\uff09\u3002<\/p>\n<h3>\u521b\u5efa\u8ba2\u5355\u547d\u4ee4<\/h3>\n<pre><code class=\"language-typescript\">\n\/\/ src\/commands\/CreateOrderCommand.ts\nexport interface CreateOrderCommand {\n  userId: string;\n  items: Array&lt;{ productId: string; quantity: number; price: number }&gt;;\n  shippingAddress: string;\n}\n<\/code><\/pre>\n<h3>\u83b7\u53d6\u8ba2\u5355\u67e5\u8be2<\/h3>\n<pre><code class=\"language-typescript\">\n\/\/ src\/queries\/GetOrdersQuery.ts\nexport interface GetOrdersQuery {\n  userId: string;\n  page: number;\n  pageSize: number;\n}\n<\/code><\/pre>\n<h2>\u7b2c\u4e8c\u6b65\uff1a\u5b9e\u73b0\u547d\u4ee4\u5904\u7406\u7a0b\u5e8f<\/h2>\n<p>\u547d\u4ee4\u5904\u7406\u7a0b\u5e8f\u8d1f\u8d23\u9a8c\u8bc1\u4e1a\u52a1\u89c4\u5219\u5e76\u66f4\u65b0\u5199\u6a21\u578b\u3002<\/p>\n<pre><code class=\"language-typescript\">\n\/\/ src\/commands\/CreateOrderHandler.ts\nimport { CreateOrderCommand } from &#x27;.\/CreateOrderCommand&#x27;;\nimport Order from &#x27;..\/models\/Order&#x27;;\nimport { EventBus } from &#x27;..\/infrastructure\/EventBus&#x27;;\nimport { OrderCreatedEvent } from &#x27;..\/events\/OrderCreatedEvent&#x27;;\n\nexport class CreateOrderHandler {\n  async handle(command: CreateOrderCommand): Promise&lt;string&gt; {\n    \/\/ 1. \u9a8c\u8bc1\u4e1a\u52a1\u89c4\u5219\n    if (!command.items || command.items.length === 0) {\n      throw new Error(&#x27;\u8ba2\u5355\u5fc5\u987b\u5305\u542b\u81f3\u5c11\u4e00\u4e2a\u5546\u54c1&#x27;);\n    }\n\n    \/\/ 2. \u521b\u5efa\u8ba2\u5355\u5b9e\u4f53\uff08\u5199\u6a21\u578b\uff09\n    const order = new Order({\n      userId: command.userId,\n      items: command.items,\n      shippingAddress: command.shippingAddress,\n      totalAmount: command.items.reduce((sum, item) =&gt; sum + item.price * item.quantity, 0),\n      status: &#x27;pending&#x27;,\n      createdAt: new Date(),\n    });\n\n    \/\/ 3. \u4fdd\u5b58\u5230 MongoDB\n    await order.save();\n\n    \/\/ 4. \u53d1\u5e03\u4e8b\u4ef6\n    const event: OrderCreatedEvent = {\n      orderId: order._id.toString(),\n      userId: order.userId,\n      totalAmount: order.totalAmount,\n      createdAt: order.createdAt,\n    };\n    EventBus.publish(event);\n\n    return order._id.toString();\n  }\n}\n<\/code><\/pre>\n<h3>\u6ce8\u610f\uff1a<\/h3>\n<p>> \u547d\u4ee4\u5904\u7406\u7a0b\u5e8f\u4e0d\u5e94\u8fd4\u56de\u4efb\u4f55\u6570\u636e\uff08\u9664\u4e86\u6807\u8bc6\u7b26\uff09\uff0c\u8fd9\u662f CQRS \u7684\u91cd\u8981\u539f\u5219\u3002\u5982\u679c\u9700\u8981\u786e\u8ba4\u7ed3\u679c\uff0c\u53ef\u4ee5\u8fd4\u56de\u8ba2\u5355 ID \u6216\u629b\u51fa\u5f02\u5e38\u3002<\/p>\n<h2>\u7b2c\u4e09\u6b65\uff1a\u5b9e\u73b0\u67e5\u8be2\u5904\u7406\u7a0b\u5e8f<\/h2>\n<p>\u67e5\u8be2\u5904\u7406\u7a0b\u5e8f\u4ece\u8bfb\u6a21\u578b\uff08Redis\uff09\u6216\u7ecf\u8fc7\u4f18\u5316\u7684\u6570\u636e\u5e93\u4e2d\u8bfb\u53d6\u6570\u636e\u3002<\/p>\n<pre><code class=\"language-typescript\">\n\/\/ src\/queries\/GetOrdersHandler.ts\nimport { GetOrdersQuery } from &#x27;.\/GetOrdersQuery&#x27;;\nimport { OrderReadModel } from &#x27;..\/models\/OrderReadModel&#x27;;\n\nexport class GetOrdersHandler {\n  async handle(query: GetOrdersQuery): Promise&lt;any&gt; {\n    \/\/ \u4ece Redis \u8bfb\u53d6\u7f13\u5b58\u6570\u636e\n    const cacheKey = `orders:${query.userId}:page:${query.page}`;\n    const cached = await OrderReadModel.get(cacheKey);\n    if (cached) {\n      return JSON.parse(cached);\n    }\n\n    \/\/ \u5982\u679c\u7f13\u5b58\u672a\u547d\u4e2d\uff0c\u4ece MongoDB \u8bfb\u53d6\uff08\u4f46\u4f7f\u7528\u4e13\u95e8\u4f18\u5316\u7684\u96c6\u5408\uff09\n    const orders = await OrderReadModel.findByUserId(query.userId, query.page, query.pageSize);\n\n    \/\/ \u5199\u5165\u7f13\u5b58\n    await OrderReadModel.set(cacheKey, JSON.stringify(orders), &#x27;EX&#x27;, 60);\n\n    return orders;\n  }\n}\n<\/code><\/pre>\n<h2>\u7b2c\u56db\u6b65\uff1a\u4e8b\u4ef6\u9a71\u52a8\u540c\u6b65<\/h2>\n<p>\u5f53\u5199\u6a21\u578b\u66f4\u65b0\u540e\uff0c\u901a\u8fc7\u4e8b\u4ef6\u540c\u6b65\u5230\u8bfb\u6a21\u578b\u3002\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u7b80\u5355\u7684\u5185\u5b58\u4e8b\u4ef6\u603b\u7ebf\u3002<\/p>\n<pre><code class=\"language-typescript\">\n\/\/ src\/events\/OrderCreatedEvent.ts\nexport interface OrderCreatedEvent {\n  orderId: string;\n  userId: string;\n  totalAmount: number;\n  createdAt: Date;\n}\n<\/code><\/pre>\n<pre><code class=\"language-typescript\">\n\/\/ src\/infrastructure\/EventBus.ts\ntype EventHandler = (event: any) =&gt; void;\n\nexport class EventBus {\n  private static handlers: Map&lt;string, EventHandler[]&gt; = new Map();\n\n  static subscribe(eventType: string, handler: EventHandler) {\n    if (!this.handlers.has(eventType)) {\n      this.handlers.set(eventType, []);\n    }\n    this.handlers.get(eventType)!.push(handler);\n  }\n\n  static publish(event: any) {\n    const eventType = event.constructor.name;\n    const handlers = this.handlers.get(eventType) || [];\n    handlers.forEach(handler =&gt; handler(event));\n  }\n}\n<\/code><\/pre>\n<h3>\u540c\u6b65\u8bfb\u6a21\u578b\u7684\u4e8b\u4ef6\u5904\u7406<\/h3>\n<pre><code class=\"language-typescript\">\n\/\/ \u5728\u5e94\u7528\u542f\u52a8\u65f6\u6ce8\u518c\nimport { EventBus } from &#x27;.\/infrastructure\/EventBus&#x27;;\nimport { OrderCreatedEvent } from &#x27;.\/events\/OrderCreatedEvent&#x27;;\nimport { OrderReadModel } from &#x27;.\/models\/OrderReadModel&#x27;;\n\nEventBus.subscribe(&#x27;OrderCreatedEvent&#x27;, async (event: OrderCreatedEvent) =&gt; {\n  \/\/ \u66f4\u65b0\u8bfb\u6a21\u578b\uff08\u4f8b\u5982\uff1a\u66f4\u65b0 Redis \u7f13\u5b58\u6216\u4e13\u95e8\u7528\u4e8e\u67e5\u8be2\u7684 MongoDB \u96c6\u5408\uff09\n  await OrderReadModel.updateOnOrderCreated(event);\n});\n<\/code><\/pre>\n<h2>\u7b2c\u4e94\u6b65\uff1a\u5b9a\u4e49\u6570\u636e\u6a21\u578b<\/h2>\n<h3>\u5199\u6a21\u578b\uff08MongoDB Schema\uff09<\/h3>\n<pre><code class=\"language-typescript\">\n\/\/ src\/models\/Order.ts\nimport mongoose from &#x27;mongoose&#x27;;\n\nconst orderSchema = new mongoose.Schema({\n  userId: { type: String, required: true },\n  items: [{\n    productId: String,\n    quantity: Number,\n    price: Number,\n  }],\n  shippingAddress: String,\n  totalAmount: Number,\n  status: { type: String, default: &#x27;pending&#x27; },\n  createdAt: { type: Date, default: Date.now },\n});\n\nexport default mongoose.model(&#x27;Order&#x27;, orderSchema);\n<\/code><\/pre>\n<h3>\u8bfb\u6a21\u578b\uff08Redis \u64cd\u4f5c\u5c01\u88c5\uff09<\/h3>\n<pre><code class=\"language-typescript\">\n\/\/ src\/models\/OrderReadModel.ts\nimport redis from &#x27;redis&#x27;;\nimport { promisify } from &#x27;util&#x27;;\n\nconst client = redis.createClient();\nconst getAsync = promisify(client.get).bind(client);\nconst setAsync = promisify(client.set).bind(client);\n\nexport class OrderReadModel {\n  static async get(key: string): Promise&lt;string | null&gt; {\n    return getAsync(key);\n  }\n\n  static async set(key: string, value: string, mode: string, duration: number) {\n    return setAsync(key, value, mode, duration);\n  }\n\n  static async findByUserId(userId: string, page: number, pageSize: number) {\n    \/\/ \u5b9e\u9645\u9879\u76ee\u4e2d\u53ef\u4ee5\u4ece\u4e00\u4e2a\u4e13\u95e8\u7528\u4e8e\u67e5\u8be2\u7684 MongoDB \u96c6\u5408\u4e2d\u8bfb\u53d6\n    \/\/ \u8fd9\u91cc\u7b80\u5316\u5904\u7406\n    return [];\n  }\n\n  static async updateOnOrderCreated(event: any) {\n    \/\/ \u66f4\u65b0\u7f13\u5b58\u6216\u6570\u636e\u5e93\n    \/\/ \u4f8b\u5982\uff1a\u6e05\u9664\u76f8\u5173\u7528\u6237\u7684\u7f13\u5b58\n    const cacheKey = `orders:${event.userId}:*`;\n    \/\/ \u4f7f\u7528 Redis SCAN \u6e05\u9664\u6a21\u5f0f\u5339\u914d\u7684\u952e\n  }\n}\n<\/code><\/pre>\n<h2>\u7b2c\u516d\u6b65\uff1a\u8fde\u63a5\u8def\u7531<\/h2>\n<p>\u5728 Express \u4e2d\uff0c\u6211\u4eec\u5c06\u547d\u4ee4\u548c\u67e5\u8be2\u8def\u7531\u5230\u5bf9\u5e94\u7684\u5904\u7406\u7a0b\u5e8f\u3002<\/p>\n<pre><code class=\"language-typescript\">\n\/\/ src\/index.ts\nimport express from &#x27;express&#x27;;\nimport { CreateOrderHandler } from &#x27;.\/commands\/CreateOrderHandler&#x27;;\nimport { GetOrdersHandler } from &#x27;.\/queries\/GetOrdersHandler&#x27;;\n\nconst app = express();\napp.use(express.json());\n\n\/\/ \u5199\u64cd\u4f5c\u8def\u7531\napp.post(&#x27;\/orders&#x27;, async (req, res) =&gt; {\n  try {\n    const handler = new CreateOrderHandler();\n    const orderId = await handler.handle(req.body);\n    res.status(201).json({ orderId });\n  } catch (error) {\n    res.status(400).json({ error: error.message });\n  }\n});\n\n\/\/ \u8bfb\u64cd\u4f5c\u8def\u7531\napp.get(&#x27;\/orders&#x27;, async (req, res) =&gt; {\n  try {\n    const handler = new GetOrdersHandler();\n    const orders = await handler.handle({\n      userId: req.query.userId as string,\n      page: parseInt(req.query.page as string) || 1,\n      pageSize: parseInt(req.query.pageSize as string) || 10,\n    });\n    res.json(orders);\n  } catch (error) {\n    res.status(500).json({ error: error.message });\n  }\n});\n\napp.listen(3000, () =&gt; console.log(&#x27;Server running on port 3000&#x27;));\n<\/code><\/pre>\n<h2>\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5751\u4e0e\u6700\u4f73\u5b9e\u8df5<\/h2>\n<h3>1. \u6700\u7ec8\u4e00\u81f4\u6027<\/h3>\n<p>CQRS \u901a\u5e38\u4e0e\u4e8b\u4ef6\u6eaf\u6e90\u7ed3\u5408\uff0c\u4f46\u4e8b\u4ef6\u540c\u6b65\u5b58\u5728\u5ef6\u8fdf\u3002\u5728\u7535\u5546\u7cfb\u7edf\u4e2d\uff0c\u7528\u6237\u4e0b\u5355\u540e\u53ef\u80fd\u9700\u8981\u7b49\u5f85\u51e0\u6beb\u79d2\u624d\u80fd\u67e5\u8be2\u5230\u8ba2\u5355\u3002\u89e3\u51b3\u65b9\u6cd5\uff1a<\/p>\n<ul>\n<li>\u5728\u5199\u64cd\u4f5c\u5b8c\u6210\u540e\uff0c\u7acb\u5373\u5c06\u6570\u636e\u5199\u5165\u8bfb\u6a21\u578b\uff08\u540c\u6b65\u66f4\u65b0\uff09\uff0c\u4f46\u4f1a\u727a\u7272\u89e3\u8026\u6027\u3002<\/li>\n<li>\u4f7f\u7528 Saga \u6a21\u5f0f\u786e\u4fdd\u8de8\u670d\u52a1\u7684\u4e8b\u52a1\u4e00\u81f4\u6027\u3002<\/li>\n<\/ul>\n<h3>2. 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