Effect - Effect is a powerful TS library designed to help developers easily create complex, synchronous, and asynchronous programs. - read more
dotenv - package for managing environment variables - read here
tsx - package for running TypeScript files - read here
@effect/sql-pg - A PostgreSQL toolkit for Effect - read here
Drizzle has native support for Effect PostgreSQL connections with the @effect/sql-pg driver.
Basic file structure
This is the basic file structure of the project. In the src/db directory, we have table definition in schema.ts. In drizzle folder there are sql migration file and snapshots.
Create a .env file in the root of your project and add your database connection variable:
DATABASE_URL=
tips
If you don’t have a PostgreSQL database yet and want to create one for testing, you can use our guide on how to set up PostgreSQL in Docker.
The PostgreSQL in Docker guide is available here. Go set it up, generate a database URL (explained in the guide), and come back for the next steps
Step 3 - Connect Drizzle ORM to the database
Create a index.ts file in the src directory and initialize the connection:
import 'dotenv/config';import * as PgDrizzle from 'drizzle-orm/effect-postgres';import { PgClient } from '@effect/sql-pg';import * as Effect from 'effect/Effect';import * as Redacted from 'effect/Redacted';import { types } from 'pg';// Configure the PgClient layer with type parsersconst PgClientLive = PgClient.layer({ url: Redacted.make(process.env.DATABASE_URL!), types: { getTypeParser: (typeId, format) => { // Return raw values for date/time types to let Drizzle handle parsing if ([1184, 1114, 1082, 1186, 1231, 1115, 1185, 1187, 1182].includes(typeId)) { return (val: any) => val; } return types.getTypeParser(typeId, format); }, },});const program = Effect.gen(function*() { // Create the database with default services const db = yield* PgDrizzle.makeWithDefaults(); // Your queries here...});// Run the program with the PgClient layerEffect.runPromise(program.pipe(Effect.provide(PgClientLive)));
Step 4 - Create a table
Create a schema.ts file in the src/db directory and declare your table:
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:
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:
Let’s update the src/index.ts file with queries to create, read, update, and delete users
import 'dotenv/config';import * as PgDrizzle from 'drizzle-orm/effect-postgres';import { PgClient } from '@effect/sql-pg';import * as Effect from 'effect/Effect';import * as Redacted from 'effect/Redacted';import { types } from 'pg';import { eq } from 'drizzle-orm';import { usersTable } from './db/schema';const PgClientLive = PgClient.layer({ url: Redacted.make(process.env.DATABASE_URL!), types: { getTypeParser: (typeId, format) => { if ([1184, 1114, 1082, 1186, 1231, 1115, 1185, 1187, 1182].includes(typeId)) { return (val: any) => val; } return types.getTypeParser(typeId, format); }, },});const program = Effect.gen(function*() { const db = yield* PgDrizzle.makeWithDefaults(); const user: typeof usersTable.$inferInsert = { name: 'John', age: 30, email: 'john@example.com', }; yield* db.insert(usersTable).values(user); console.log('New user created!') const users = yield* db.select().from(usersTable); console.log('Getting all users from the database: ', users) /* const users: { id: number; name: string; age: number; email: string; }[] */ yield* db .update(usersTable) .set({ age: 31, }) .where(eq(usersTable.email, user.email)); console.log('User info updated!') yield* db.delete(usersTable).where(eq(usersTable.email, user.email)); console.log('User deleted!')});Effect.runPromise(program.pipe(Effect.provide(PgClientLive)));
Step 8 - Run index.ts file
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
npm
yarn
pnpm
bun
npx tsx src/index.ts
yarn tsx src/index.ts
pnpm tsx src/index.ts
bunx tsx src/index.ts
tips
We suggest using bun to run TypeScript files. With bun, such scripts can be executed without issues or additional
settings, regardless of whether your project is configured with CommonJS (CJS), ECMAScript Modules (ESM), or any other module format.
To run a script with bun, use the following command: