Prisma is the most popular ORM for TypeScript in 2026. With its type-safe query builder, automatic migrations, and first-class Next.js and tRPC integration, Prisma has become the standard for full-stack TypeScript database access. This guide covers schema design, queries, migrations, and production patterns.
๐ Table of Contents
Installation and Setup
npm install prisma --save-dev
npm install @prisma/client
# Initialize Prisma (creates prisma/schema.prisma + .env)
npx prisma init --datasource-provider postgresql
# For SQLite (development, no server needed)
npx prisma init --datasource-provider sqlite
Schema Definition
// prisma/schema.prisma
generator client {
provider = "prisma-client-js"
}
datasource db {
provider = "postgresql"
url = env("DATABASE_URL")
}
model User {
id Int @id @default(autoincrement())
email String @unique
name String
role Role @default(USER)
active Boolean @default(true)
createdAt DateTime @default(now()) @map("created_at")
updatedAt DateTime @updatedAt @map("updated_at")
posts Post[]
profile Profile?
@@map("users")
@@index([email])
}
model Profile {
id Int @id @default(autoincrement())
bio String?
userId Int @unique @map("user_id")
user User @relation(fields: [userId], references: [id], onDelete: Cascade)
@@map("profiles")
}
model Post {
id Int @id @default(autoincrement())
title String
content String?
published Boolean @default(false)
authorId Int @map("author_id")
author User @relation(fields: [authorId], references: [id])
categories Category[] @relation("PostToCategory")
createdAt DateTime @default(now()) @map("created_at")
@@map("posts")
@@fulltext([title, content]) // PostgreSQL full-text search
}
model Category {
id Int @id @default(autoincrement())
name String @unique
posts Post[] @relation("PostToCategory")
}
enum Role {
USER
ADMIN
MODERATOR
}
Migrations
# Create and run migration
npx prisma migrate dev --name add_user_profile
# This:
# 1. Generates SQL migration file
# 2. Applies it to development database
# 3. Regenerates Prisma Client
# Introspect existing database (legacy databases)
npx prisma db pull
# Push schema without migration (prototyping only)
npx prisma db push
# View database in Prisma Studio (GUI)
npx prisma studio
# Production deployment
npx prisma migrate deploy # apply pending migrations (no dev features)
Prisma Client โ CRUD Operations
import { PrismaClient } from '@prisma/client';
const prisma = new PrismaClient({
log: ['query', 'info', 'warn', 'error'], // dev only
});
// โโโ CREATE โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
// Create with nested relation
const user = await prisma.user.create({
data: {
email: 'alice@example.com',
name: 'Alice Chen',
profile: {
create: { bio: 'Senior Developer' },
},
},
include: { profile: true }, // include related data in result
});
// Create many
const users = await prisma.user.createMany({
data: [
{ email: 'bob@example.com', name: 'Bob' },
{ email: 'carol@example.com', name: 'Carol' },
],
skipDuplicates: true,
});
// โโโ READ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
// Find by unique field
const user = await prisma.user.findUnique({
where: { email: 'alice@example.com' },
include: {
posts: {
where: { published: true },
orderBy: { createdAt: 'desc' },
take: 5,
},
profile: true,
},
});
// Find many with pagination
const { users, total } = await prisma.$transaction([
prisma.user.findMany({
where: { active: true, role: 'USER' },
orderBy: { createdAt: 'desc' },
skip: (page - 1) * pageSize,
take: pageSize,
select: {
id: true,
name: true,
email: true,
createdAt: true,
// Don't select password!
},
}),
prisma.user.count({ where: { active: true, role: 'USER' } }),
]);
// โโโ UPDATE โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
// Update one
const updated = await prisma.post.update({
where: { id: 1 },
data: {
published: true,
categories: {
connect: [{ id: 1 }, { id: 3 }],
},
},
});
// Upsert (create or update)
const upserted = await prisma.user.upsert({
where: { email: 'dave@example.com' },
create: { email: 'dave@example.com', name: 'Dave' },
update: { name: 'Dave Updated' },
});
// โโโ DELETE โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
await prisma.user.delete({ where: { id: 1 } });
// Soft delete pattern
await prisma.user.update({
where: { id: 1 },
data: { active: false }, // never hard delete in production
});
Transactions and Advanced Queries
// Transaction โ all or nothing
const [order, inventory] = await prisma.$transaction([
prisma.order.create({ data: { userId, total } }),
prisma.inventory.update({
where: { productId },
data: { quantity: { decrement: quantity } },
}),
]);
// Interactive transaction (when order matters)
const result = await prisma.$transaction(async (tx) => {
const user = await tx.user.findUnique({ where: { id: userId } });
if (!user || !user.active) throw new Error('User not eligible');
const order = await tx.order.create({ data: { userId, total } });
await tx.inventory.update({
where: { productId },
data: { quantity: { decrement: quantity } },
});
return order;
});
// Raw queries for complex SQL
const result = await prisma.$queryRaw`
SELECT u.id, u.name, COUNT(p.id) as post_count
FROM users u
LEFT JOIN posts p ON p.author_id = u.id AND p.published = true
GROUP BY u.id, u.name
HAVING COUNT(p.id) > 5
ORDER BY post_count DESC
LIMIT 10
`;
// Full-text search
const posts = await prisma.post.findMany({
where: {
OR: [
{ title: { contains: query, mode: 'insensitive' } },
{ content: { contains: query, mode: 'insensitive' } },
],
},
});
Prisma with Next.js
// lib/prisma.ts โ singleton to avoid too many connections
import { PrismaClient } from '@prisma/client';
const globalForPrisma = globalThis as unknown as { prisma: PrismaClient };
export const prisma =
globalForPrisma.prisma ??
new PrismaClient({
log: process.env.NODE_ENV === 'development' ? ['query'] : ['error'],
});
if (process.env.NODE_ENV !== 'production') globalForPrisma.prisma = prisma;
// API route usage
// app/api/users/route.ts
import { prisma } from '@/lib/prisma';
import { NextResponse } from 'next/server';
export async function GET() {
const users = await prisma.user.findMany({
select: { id: true, name: true, email: true },
where: { active: true },
orderBy: { createdAt: 'desc' },
});
return NextResponse.json(users);
}
Connection Pooling with PgBouncer + Prisma
# .env โ use pgbouncer URL for production
DATABASE_URL="postgresql://user:pass@pgbouncer-host:6432/mydb?pgbouncer=true"
DIRECT_URL="postgresql://user:pass@postgres-host:5432/mydb"
# prisma/schema.prisma
datasource db {
provider = "postgresql"
url = env("DATABASE_URL") # pgbouncer (pooled)
directUrl = env("DIRECT_URL") # direct for migrations
}
Prisma in 2026 is the go-to ORM for TypeScript full-stack apps. The generated type-safe client eliminates entire categories of bugs. Use the singleton pattern in Next.js to avoid connection leaks, add PgBouncer for connection pooling in production, and use interactive transactions for complex multi-step operations.
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