Home Web Front-end JS Tutorial Coding exercise: database migration tool in nodejs

Coding exercise: database migration tool in nodejs

Sep 25, 2024 pm 08:18 PM

Coding exercise: database migration tool in nodejs

Requirements

I want to have a database migration tool, that has the following properties:

  1. Every migration is written in a single SQL file, meaning both "up" and "down" parts. This will allow Copilot to fill in the rollback migration. And the fact that it's a bare SQL also makes it the most flexible and supported solution.
  2. The currently applied version should be managed by the tool. I want the tool to be self-sufficient.
  3. I want the tool to support different databases, such as Postgres, MySQL, SQL Server, etc., so it should be extendable in that sense.
  4. I don't want it to be oversized, so only drivers for the necessary database should be installed, ideally on demand.
  5. I want it to be part of the javascript ecosystem since most of the projects I work on are a part of it.
  6. Every migration should be performed inside of a transaction.

Introduction

A lot of these points were born from my experience with this awesome tool called tern. I was sad that javascript doesn't have the same! (Or maybe I suck at googling...). So I decided this could be a nice coding exercise for myself and a story that could be interesting to someone else :)

Development

Part 1. Designing the tool

Let's steal design the CLI tool!

  1. All migrations would have the following naming scheme: _.sql, where the number would represent the migration version number, for example, 001_initial_setup.sql.
  2. All migrations would reside in a single dir.
  3. Database driver would be downloaded on demand, either some pre-bundled package or just issuing some sort of npm install .

So the syntax for the tool would be the following: martlet up --database-url --driver --dir

or martlet down .

Where "up" should apply all migations that are not applied yet and down should rollback to the specified version.
Options have the following meaning and defaults:

  • database-url - connection string for the database, the default would be to lookup the env variable DATABASE_URL
  • driver - database driver to use. For the first version, I will only support Postgres with an option named "pg".
  • dir - directory where migrations reside, default is migrations

As you can see, I've started with figuring out how I would invoke the tool before writing any actual code. This is a good practice, it helps to realize requirements and reduce development cycles.

Part 2. Implementation

2.1 Parsing options

Ok, first things first! Let's create an index.js file and output the help message. It would look something like this:

function printHelp() {
  console.log(
    "Usage: martlet up --driver <driver> --dir <dir> --database-url <url>",
  );
  console.log(
    "       martlet down <version> --driver <driver> --dir <dir> --database-url <url>",
  );
  console.log(
    "       <version> is a number that specifies the version to migrate down to",
  );
  console.log("Options:");
  console.log('  --driver <driver>  Driver to use, default is "pg"');
  console.log('  --dir <dir>        Directory to use, default is "migrations"');
  console.log(
    "  --database-url <url> Database URL to use, default is DATABASE_URL environment variable",
  );
}

printHelp();
Copy after login

Now we will parse options:

export function parseOptions(args) {
  const options = {
    dir: "migrations",
    driver: "pg",
    databaseUrl: process.env.DATABASE_URL,
  };
  for (let idx = 0; idx < args.length; ) {
    switch (args[idx]) {
      case "--help":
      case "-h": {
        printHelp();
        process.exit(0);
      }
      case "--dir": {
        options.dir = args[idx + 1];
        idx += 2;
        break;
      }
      case "--driver": {
        options.driver = args[idx + 1];
        idx += 2;
        break;
      }
      case "--database-url": {
        options.databaseUrl = args[idx + 1];
        idx += 2;
        break;
      }

      default: {
        console.error(`Unknown option: ${args[idx]}`);
        printHelp();
        process.exit(1);
      }
    }
  }
  return options;
}
Copy after login

As you can see, I don't use any library for parsing; I just simply iterate over the arguments list and process every option. So, if I have a boolean option, I would shift the iteration index by 1, and if I have an option with a value, I would shift it by 2.

2.2 Implementing the driver adapter

To support multiple drivers, we need to have some universal interface to access a database; here is how it may look:

interface Adapter {
    connect(url: string): Promise<void>;
    transact(query: (fn: (text) => Promise<ResultSet>)): Promise<ResultSet>;
    close(): Promise<void>;
}
Copy after login

I think connect and close are pretty obvious functions, let me explain the transact method. It should accept a function that would be called with a function that accepts a query text and returns a promise with an intermediate result. This complexity is required to have a general interface that would provide ability to run multiple queries inside of a transaction. It's easier to grasp by looking at the usage example.

So this is how the adapter looks for the postgres driver:

class PGAdapter {
  constructor(driver) {
    this.driver = driver;
  }

  async connect(url) {
    this.sql = this.driver(url);
  }

  async transact(query) {
    return this.sql.begin((sql) => (
      query((text) => sql.unsafe(text))
    ));
  }

  async close() {
    await this.sql.end();
  }
}
Copy after login

And the usage example could be:

import postgres from "postgres";

const adapter = new PGAdapter(postgres);
await adapter.connect(url);
await adapter.transact(async (sql) => {
    const rows = await sql("SELECT * FROM table1");
    await sql(`INSERT INTO table2 (id) VALUES (${rows[0].id})`);
});
Copy after login

2.3 On-demand driver installation

const PACKAGES = {
  pg: "postgres@3.4.4",
};

const downloadDriver = async (driver) => {
  const pkg = PACKAGES[driver];
  if (!pkg) {
    throw new Error(`Unknown driver: ${driver}`);
  }
  try {
    await stat(join(process.cwd(), "yarn.lock"));
    const lockfile = await readFile(join(process.cwd(), "yarn.lock"));
    const packagejson = await readFile(join(process.cwd(), "package.json"));
    spawnSync("yarn", ["add", pkg], {
      stdio: "inherit",
    });
    await writeFile(join(process.cwd(), "yarn.lock"), lockfile);
    await writeFile(join(process.cwd(), "package.json"), packagejson);
    return;
  } catch {}
  spawnSync("npm", ["install", "--no-save", "--legacy-peer-deps", pkg], {
    stdio: "inherit",
  });
};
Copy after login

We try to install the driver with yarn at first, but we don't want to generate any diffs in the directory, so we preserve yarn.lock and package.json files. If yarn is not available, we will fall back to npm.

When we ensured that the driver is installed, we can create an adapter and use it:

export async function loadAdapter(driver) {
  await downloadDriver(driver);
  return import(PACKAGES[driver].split("@")[0]).then(
    (m) => new PGAdapter(m.default),
  );
Copy after login

2.4 Implementing the migration logic

We start by connecting to the database and getting the current version:

await adapter.connect(options.databaseUrl);
console.log("Connected to database");

const currentVersion = await adapter.transact(async (sql) => {
    await sql(`create table if not exists schema_migrations (
      version integer primary key
    )`);
    const result = await sql(`select version from schema_migrations limit 1`);
    return result[0]?.version || 0;
});

console.log(`Current version: ${currentVersion}`);
Copy after login

Then, we read the migrations directory and sort them by version. After that, we apply every migration that has a version greater than the current one. I will just present the actual migration in the following snippet:

await adapter.transact(async (sql) => {
    await sql(upMigration);
    await sql(
      `insert into schema_migrations (version) values (${version})`
    );
    await sql(`delete from schema_migrations where version != ${version}`);
});
Copy after login

The rollback migration is similar, but we sort the migrations in reverse order and apply them until we reach the desired version.

3. Testing

I decided not to use any specific testing framework but use the built-in nodejs testing capabilities. They include the test runner and the assertion package.

import { it, before, after, describe } from "node:test";
import assert from "node:assert";
Copy after login

And to execute tests I would run node --test --test-concurrency=1.

Actually, I was writing the code in a sort of TDD manner. I didn't validate that my migrations code worked by hand, but I was writing it along with tests. That's why I decided that end-to-end tests would be the best fit for this tool.
For such an approach, tests would need to bootstrap an empty database, apply some migrations, check that database contents are correct, and then roll back to the initial state and validate that the database is empty.
To run a database, I used the "testcontainers" library, which provides a nice wrapper around docker.

before(async () => {
    console.log("Starting container");
    container = await new GenericContainer("postgres:16-alpine")
    .withExposedPorts(5432)
    .withEnvironment({ POSTGRES_PASSWORD: "password" })
    .start();
});

after(async () => {
    await container.stop();
});
Copy after login

I wrote some simple migrations and tested that they worked as expected. Here is an example of a database state validation:

const sql = pg(`postgres://postgres:password@localhost:${port}/postgres`);
const result = await sql`select * from schema_migrations`;
assert.deepEqual(result, [{ version: 2 }]);
const tables =
    await sql`select table_name from information_schema.tables where table_schema = 'public'`;
assert.deepEqual(tables, [
    { table_name: "schema_migrations" },
    { table_name: "test" },
]);
Copy after login

4. Conclusion

This was an example of how I would approach the development of a simple CLI tool in the javascript ecosystem. I want to note that the modern javascript ecosystem is pretty charged and powerful, and I managed to implement the tool with a minimum of external dependencies. I used a postgres driver that would be downloaded on demand and testcontainers for tests. I think that approach gives developers the most flexibility and control over the application.

5. References

  • martlet repo
  • tern
  • postgres driver

The above is the detailed content of Coding exercise: database migration tool in nodejs. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

What should I do if I encounter garbled code printing for front-end thermal paper receipts? What should I do if I encounter garbled code printing for front-end thermal paper receipts? Apr 04, 2025 pm 02:42 PM

Frequently Asked Questions and Solutions for Front-end Thermal Paper Ticket Printing In Front-end Development, Ticket Printing is a common requirement. However, many developers are implementing...

Demystifying JavaScript: What It Does and Why It Matters Demystifying JavaScript: What It Does and Why It Matters Apr 09, 2025 am 12:07 AM

JavaScript is the cornerstone of modern web development, and its main functions include event-driven programming, dynamic content generation and asynchronous programming. 1) Event-driven programming allows web pages to change dynamically according to user operations. 2) Dynamic content generation allows page content to be adjusted according to conditions. 3) Asynchronous programming ensures that the user interface is not blocked. JavaScript is widely used in web interaction, single-page application and server-side development, greatly improving the flexibility of user experience and cross-platform development.

Who gets paid more Python or JavaScript? Who gets paid more Python or JavaScript? Apr 04, 2025 am 12:09 AM

There is no absolute salary for Python and JavaScript developers, depending on skills and industry needs. 1. Python may be paid more in data science and machine learning. 2. JavaScript has great demand in front-end and full-stack development, and its salary is also considerable. 3. Influencing factors include experience, geographical location, company size and specific skills.

How to achieve parallax scrolling and element animation effects, like Shiseido's official website?
or:
How can we achieve the animation effect accompanied by page scrolling like Shiseido's official website? How to achieve parallax scrolling and element animation effects, like Shiseido's official website? or: How can we achieve the animation effect accompanied by page scrolling like Shiseido's official website? Apr 04, 2025 pm 05:36 PM

Discussion on the realization of parallax scrolling and element animation effects in this article will explore how to achieve similar to Shiseido official website (https://www.shiseido.co.jp/sb/wonderland/)...

Is JavaScript hard to learn? Is JavaScript hard to learn? Apr 03, 2025 am 12:20 AM

Learning JavaScript is not difficult, but it is challenging. 1) Understand basic concepts such as variables, data types, functions, etc. 2) Master asynchronous programming and implement it through event loops. 3) Use DOM operations and Promise to handle asynchronous requests. 4) Avoid common mistakes and use debugging techniques. 5) Optimize performance and follow best practices.

The Evolution of JavaScript: Current Trends and Future Prospects The Evolution of JavaScript: Current Trends and Future Prospects Apr 10, 2025 am 09:33 AM

The latest trends in JavaScript include the rise of TypeScript, the popularity of modern frameworks and libraries, and the application of WebAssembly. Future prospects cover more powerful type systems, the development of server-side JavaScript, the expansion of artificial intelligence and machine learning, and the potential of IoT and edge computing.

How to merge array elements with the same ID into one object using JavaScript? How to merge array elements with the same ID into one object using JavaScript? Apr 04, 2025 pm 05:09 PM

How to merge array elements with the same ID into one object in JavaScript? When processing data, we often encounter the need to have the same ID...

Zustand asynchronous operation: How to ensure the latest state obtained by useStore? Zustand asynchronous operation: How to ensure the latest state obtained by useStore? Apr 04, 2025 pm 02:09 PM

Data update problems in zustand asynchronous operations. When using the zustand state management library, you often encounter the problem of data updates that cause asynchronous operations to be untimely. �...

See all articles