使用 Drizzle 和 SingleStore 入门

要将 Drizzle 用于 SingleStore 数据库，您应使用 singlestore 驱动。

根据 官方网站，
mysql2 是一个专注于性能的 Node.js MySQL 客户端。

Drizzle ORM 原生支持 mysql2，并提供了用于 SingleStore 数据库的 drizzle-orm/singlestore 包。

基本文件结构

这是项目的基本文件结构。在 src/db 目录中，我们在 schema.ts 中有表定义。在 drizzle 文件夹中，有 SQL 迁移文件和快照。

📦 <project root>
 ├ 📂 drizzle
 ├ 📂 src
 │   ├ 📂 db
 │   │  └ 📜 schema.ts
 │   └ 📜 index.ts
 ├ 📜 .env
 ├ 📜 drizzle.config.ts
 ├ 📜 package.json
 └ 📜 tsconfig.json

第 1 步 - 安装 mysql2 包

npm i drizzle-orm mysql2 dotenv
npm i -D drizzle-kit tsx

yarn add drizzle-orm mysql2 dotenv
yarn add -D drizzle-kit tsx

pnpm add drizzle-orm mysql2 dotenv
pnpm add -D drizzle-kit tsx

bun add drizzle-orm mysql2 dotenv
bun add -D drizzle-kit tsx

第 2 步 - 设置连接变量

Create a .env file in the root of your project and add your database connection variable:

DATABASE_URL=

第 3 步 - 连接 Drizzle ORM 到数据库

Create a index.ts file in the src/db directory and initialize the connection:

import 'dotenv/config';
import { drizzle } from "drizzle-orm/singlestore";

const db = drizzle(process.env.DATABASE_URL);

import 'dotenv/config';
import { drizzle } from "drizzle-orm/singlestore";

// You can specify any property from the mysql2 connection options
const db = drizzle({ connection: { uri: process.env.DATABASE_URL }});

import 'dotenv/config';
import { drizzle } from "drizzle-orm/singlestore";
import mysql from "mysql2/promise";
  
const poolConnection = mysql.createPool({
  host: "host",
  user: "user",
  database: "database",
});
const db = drizzle({ client: poolConnection });

// or if you need client connection
async function main() {
  const connection = await mysql.createConnection({
    host: "host",
    user: "user",
    database: "database",
  });
  const db = drizzle({ client: connection });
}
main();

第 4 步 - 创建一个表

Create a schema.ts file in the src/db directory and declare your table:

import { int, singlestoreTable, varchar } from 'drizzle-orm/singlestore-core';

export const usersTable = singlestoreTable('users_table', {
  id: int().primaryKey(),
  name: varchar({ length: 255 }).notNull(),
  age: int().notNull(),
  email: varchar({ length: 255 }).notNull().unique(),
});

第 5 步 - 设置 Drizzle 配置文件

Drizzle config - a configuration file that is used by Drizzle Kit and contains all the information about your database connection, migration folder and schema files.

Create a drizzle.config.ts file in the root of your project and add the following content:

import 'dotenv/config';
import { defineConfig } from 'drizzle-kit';

export default defineConfig({
  out: './drizzle',
  schema: './src/db/schema.ts',
  dialect: 'singlestore',
  dbCredentials: {
    url: process.env.DATABASE_URL!,
  },
});

第 6 步 - 应用数据库更改

You can directly apply changes to your database using the drizzle-kit push command. This is a convenient method for quickly testing new schema designs or modifications in a local development environment, allowing for rapid iterations without the need to manage migration files:

npx drizzle-kit push

Read more about the push command in documentation.

npx drizzle-kit generate

npx drizzle-kit migrate

第 7 步 - 填充并查询数据库

Let’s update the src/index.ts file with queries to create, read, update, and delete users

import 'dotenv/config';
import { drizzle } from 'drizzle-orm/singlestore';
import { eq } from 'drizzle-orm';
import { usersTable } from './db/schema';
  
const db = drizzle(process.env.DATABASE_URL!);

async function main() {
  const user: typeof usersTable.$inferInsert = {
    name: 'John',
    age: 30,
    email: 'john@example.com',
  };

  await db.insert(usersTable).values(user);
  console.log('New user created!')

  const users = await db.select().from(usersTable);
  console.log('Getting all users from the database: ', users)
  /*
  const users: {
    id: number;
    name: string;
    age: number;
    email: string;
  }[]
  */

  await db
    .update(usersTable)
    .set({
      age: 31,
    })
    .where(eq(usersTable.email, user.email));
  console.log('User info updated!')

  await db.delete(usersTable).where(eq(usersTable.email, user.email));
  console.log('User deleted!')
}

main();

第 8 步 - 运行 index.ts 文件

To run any TypeScript files, you have several options, but let’s stick with one: using tsx

You’ve already installed tsx, so we can run our queries now

Run index.ts script

npx tsx src/index.ts

yarn tsx src/index.ts

pnpm tsx src/index.ts

bun tsx src/index.ts

bun src/index.ts