apps/docs/content/docs.v6/orm/prisma-schema/data-model/models.mdx
The data model definition part of the Prisma schema defines your application models (also called Prisma models). Models:
The following schema describes a blogging platform - the data model definition is highlighted:
datasource db {
provider = "postgresql"
}
generator client {
provider = "prisma-client"
output = "./generated"
}
model User { // [!code highlight]
id Int @id @default(autoincrement()) // [!code highlight]
email String @unique // [!code highlight]
name String? // [!code highlight]
role Role @default(USER) // [!code highlight]
posts Post[] // [!code highlight]
profile Profile? // [!code highlight]
} // [!code highlight]
model Profile { // [!code highlight]
id Int @id @default(autoincrement()) // [!code highlight]
bio String // [!code highlight]
user User @relation(fields: [userId], references: [id]) // [!code highlight]
userId Int @unique // [!code highlight]
} // [!code highlight]
model Post { // [!code highlight]
id Int @id @default(autoincrement()) // [!code highlight]
createdAt DateTime @default(now()) // [!code highlight]
updatedAt DateTime @updatedAt // [!code highlight]
title String // [!code highlight]
published Boolean @default(false) // [!code highlight]
author User @relation(fields: [authorId], references: [id]) // [!code highlight]
authorId Int // [!code highlight]
categories Category[] // [!code highlight]
} // [!code highlight]
model Category { // [!code highlight]
id Int @id @default(autoincrement()) // [!code highlight]
name String // [!code highlight]
posts Post[] // [!code highlight]
} // [!code highlight]
enum Role { // [!code highlight]
USER // [!code highlight]
ADMIN // [!code highlight]
} // [!code highlight]
datasource db {
provider = "mongodb"
url = env("DATABASE_URL")
}
generator client {
provider = "prisma-client-js"
}
model User { // [!code highlight]
id String @id @default(auto()) @map("_id") @db.ObjectId // [!code highlight]
email String @unique // [!code highlight]
name String? // [!code highlight]
role Role @default(USER) // [!code highlight]
posts Post[] // [!code highlight]
profile Profile? // [!code highlight]
} // [!code highlight]
model Profile { // [!code highlight]
id String @id @default(auto()) @map("_id") @db.ObjectId // [!code highlight]
bio String // [!code highlight]
user User @relation(fields: [userId], references: [id]) // [!code highlight]
userId String @unique @db.ObjectId // [!code highlight]
} // [!code highlight]
model Post { // [!code highlight]
id String @id @default(auto()) @map("_id") @db.ObjectId // [!code highlight]
createdAt DateTime @default(now()) // [!code highlight]
title String // [!code highlight]
published Boolean @default(false) // [!code highlight]
author User @relation(fields: [authorId], references: [id]) // [!code highlight]
authorId String @db.ObjectId // [!code highlight]
categoryIDs String[] @db.ObjectId // [!code highlight]
categories Category[] @relation(fields: [categoryIDs], references: [id]) // [!code highlight]
} // [!code highlight]
model Category { // [!code highlight]
id String @id @default(auto()) @map("_id") @db.ObjectId // [!code highlight]
name String // [!code highlight]
postIDs String[] @db.ObjectId // [!code highlight]
posts Post[] @relation(fields: [postIDs], references: [id]) // [!code highlight]
} // [!code highlight]
enum Role { // [!code highlight]
USER // [!code highlight]
ADMIN
}
The data model definition is made up of:
model primitives) that define a number of fields, including relations between modelsenum primitives) (if your connector supports Enums)The corresponding database looks like this:
<details> <summary>A model maps to the underlying structures of the data source.</summary>model maps to a tablemodel maps to a collection</details>Note: In the future there might be connectors for non-relational databases and other data sources. For example, for a REST API it would map to a resource.
The following query uses Prisma Client that's generated from this data model to create:
User recordPost recordsCategory recordsconst user = await prisma.user.create({
data: {
email: "[email protected]",
name: "Ariadne",
posts: {
create: [
{
title: "My first day at Prisma",
categories: {
create: {
name: "Office",
},
},
},
{
title: "How to connect to a SQLite database",
categories: {
create: [{ name: "Databases" }, { name: "Tutorials" }],
},
},
],
},
},
});
import { PrismaClient } from "../prisma/generated/client";
const prisma = new PrismaClient({});
// A `main` function so that you can use async/await
async function main() {
// Create user, posts, and categories
const user = await prisma.user.create({
data: {
email: "[email protected]",
name: "Ariadne",
posts: {
create: [
{
title: "My first day at Prisma",
categories: {
create: {
name: "Office",
},
},
},
{
title: "How to connect to a SQLite database",
categories: {
create: [{ name: "Databases" }, { name: "Tutorials" }],
},
},
],
},
},
});
// Return user, and posts, and categories
const returnUser = await prisma.user.findUnique({
where: {
id: user.id,
},
include: {
posts: {
include: {
categories: true,
},
},
},
});
console.log(returnUser);
}
main();
Your data model reflects your application domain. For example:
Customer, Order, Item and Invoice.User, Post, Photo and Message.There are two ways to define a data model:
Models represent the entities of your application domain. Models are represented by model blocks and define a number of fields. In the example data model above, User, Profile, Post and Category are models.
A blogging platform can be extended with the following models:
model Comment {
// Fields
}
model Tag {
// Fields
}
Prisma model naming conventions (singular form, PascalCase) do not always match table names in the database. A common approach for naming tables/collections in databases is to use plural form and snake_case notation - for example: comments. When you introspect a database with a table named comments, the result Prisma model will look like this:
model comments {
// Fields
}
However, you can still adhere to the naming convention without renaming the underlying comments table in the database by using the @@map attribute:
model Comment {
// Fields
@@map("comments")
}
With this model definition, Prisma ORM automatically maps the Comment model to the comments table in the underlying database.
Note: You can also
@mapa column name or enum value, and@@mapan enum name.
@map and @@map allow you to tune the shape of your Prisma Client API by decoupling model and field names from table and column names in the underlying database.
The properties of a model are called fields, which consist of:
A field's type determines its structure, and fits into one of two categories:
String or IntPost or Comment[].The following table describes User model's fields from the sample schema:
| Name | Type | Scalar vs Relation | Type modifier | Attributes |
|---|---|---|---|---|
id | Int | Scalar | - | @id and @default(autoincrement()) |
email | String | Scalar | - | @unique |
name | String | Scalar | ? | - |
role | Role | Scalar (enum) | - | @default(USER) |
posts | Post | Relation (Prisma-level field) | [] | - |
profile | Profile | Relation (Prisma-level field) | ? | - |
The following example extends the Comment and Tag models with several scalar types. Some fields include attributes:
model Comment {
id Int @id @default(autoincrement()) // [!code highlight]
title String // [!code highlight]
content String // [!code highlight]
}
model Tag {
name String @id // [!code highlight]
}
model Comment {
id String @id @default(auto()) @map("_id") @db.ObjectId // [!code highlight]
title String // [!code highlight]
content String // [!code highlight]
}
model Tag {
name String @id @map("_id") // [!code highlight]
}
See complete list of scalar field types .
A relation field's type is another model - for example, a post (Post) can have multiple comments (Comment[]):
model Post {
id Int @id @default(autoincrement())
// Other fields
comments Comment[] // A post can have many comments // [!code highlight]
}
model Comment {
id Int
// Other fields
post Post? @relation(fields: [postId], references: [id]) // A comment can have one post // [!code highlight]
postId Int?
}
model Post {
id String @id @default(auto()) @map("_id") @db.Objectid
// Other fields
comments Comment[] // A post can have many comments // [!code highlight]
}
model Comment {
id String @id @default(auto()) @map("_id") @db.Objectid
// Other fields
post Post? @relation(fields: [postId], references: [id]) // A comment can have one post // [!code highlight]
postId String? @db.ObjectId
}
Refer to the relations documentation for more examples and information about relationships between models.
Version 2.17.0 and later support native database type attributes (type attributes) that describe the underlying database type:
model Post {
id Int @id
title String @db.VarChar(200) // [!code highlight]
content String
}
Type attributes are:
@db.Boolean for Boolean whereas MySQL uses @db.TinyInt(1)VarChar or Text)@db, where db is the name of the datasource block in your schemaFurthermore, during Introspection type attributes are only added to the schema if the underlying native type is not the default type. For example, if you are using the PostgreSQL provider, String fields where the underlying native type is text will not have a type attribute.
See complete list of native database type attributes per scalar type and provider .
String can be @db.VarChar(200) or @db.Char(50)The type of a field can be modified by appending either of two modifiers:
Note: You cannot combine type modifiers - optional lists are not supported.
The following example includes a scalar list and a list of related models:
model Post {
id Int @id @default(autoincrement())
// Other fields
comments Comment[] // A list of comments // [!code highlight]
keywords String[] // A scalar list // [!code highlight]
}
model Post {
id String @id @default(auto()) @map("_id") @db.ObjectId
// Other fields
comments Comment[] // A list of comments // [!code highlight]
keywords String[] // A scalar list // [!code highlight]
}
Note: Scalar lists are only supported if the database connector supports scalar lists, either natively or at a Prisma ORM level.
model Comment {
id Int @id @default(autoincrement())
title String
content String? // [!code highlight]
}
model Tag {
name String @id
}
model Comment {
id String @id @default(auto()) @map("_id") @db.ObjectId
title String
content String? // [!code highlight]
}
model Tag {
name String @id @map("_id")
}
When not annotating a field with the ? type modifier, the field will be required on every record of the model. This has effects on two levels:
NOT NULL constraints in the underlying database.Note: The default value of an optional field is
null.
When you introspect a relational database, unsupported data types are added as Unsupported :
location Unsupported("POLYGON")?
The Unsupported type allows you to define fields in the Prisma schema for database types that are not yet supported by Prisma ORM. For example, MySQL's POLYGON type is not currently supported by Prisma ORM, but can now be added to the Prisma schema using the Unsupported("POLYGON") type.
Fields of type Unsupported do not appear in the generated Prisma Client API, but you can still use Prisma ORM’s raw database access feature to query these fields.
Note: If a model has mandatory
Unsupportedfields, the generated client will not includecreateorupdatemethods for that model.
Note: The MongoDB connector does not support nor require the
Unsupportedtype because it supports all scalar types.
Attributes modify the behavior of fields or model blocks. The following example includes three field attributes (@id , @default , and @unique ) and one block attribute (@@unique):
model User {
id Int @id @default(autoincrement())
firstName String
lastName String
email String @unique
isAdmin Boolean @default(false)
@@unique([firstName, lastName])
}
model User {
id String @id @default(auto()) @map("_id") @db.ObjectId
firstName String
lastName String
email String @unique
isAdmin Boolean @default(false)
@@unique([firstName, lastName])
}
Some attributes accept arguments - for example, @default accepts true or false:
isAdmin Boolean @default(false) // short form of @default(value: false)
See complete list of field and block attributes
An ID uniquely identifies individual records of a model. A model can only have one ID:
@id or an @@id, you must define a mandatory @unique field or @@unique block instead.@id attribute and a @map("_id") attribute.In relational databases, an ID can be defined by a single field using the @id attribute, or multiple fields using the @@id attribute.
In the following example, the User ID is represented by the id integer field:
model User {
id Int @id @default(autoincrement()) // [!code highlight]
email String @unique
name String?
role Role @default(USER)
posts Post[]
profile Profile?
}
In the following example, the User ID is represented by a combination of the firstName and lastName fields:
model User {
firstName String
lastName String
email String @unique
isAdmin Boolean @default(false)
@@id([firstName, lastName]) // [!code highlight]
}
By default, the name of this field in Prisma Client queries will be firstName_lastName.
You can also provide your own name for the composite ID using the @@id attribute's name field:
model User {
firstName String
lastName String
email String @unique
isAdmin Boolean @default(false)
@@id(name: "fullName", fields: [firstName, lastName]) // [!code highlight]
}
The firstName_lastName field will now be named fullName instead.
:::info
Refer to the documentation on working with composite IDs to learn how to interact with a composite ID in Prisma Client.
:::
@unique fields as unique identifiersIn the following example, users are uniquely identified by a @unique field. Because the email field functions as a unique identifier for the model (which is required), it must be mandatory:
model User {
email String @unique // [!code highlight]
name String?
role Role @default(USER)
posts Post[]
profile Profile?
}
:::info
Constraint names in relational databases
You can optionally define a custom primary key constraint name in the underlying database.
:::
The MongoDB connector has specific rules for defining an ID field that differs from relational databases. An ID must be defined by a single field using the @id attribute and must include @map("_id").
In the following example, the User ID is represented by the id string field that accepts an auto-generated ObjectId:
model User {
id String @id @default(auto()) @map("_id") @db.ObjectId // [!code highlight]
email String @unique
name String?
role Role @default(USER)
posts Post[]
profile Profile?
}
In the following example, the User ID is represented by the id string field that accepts something other than an ObjectId - for example, a unique username:
model User {
id String @id @map("_id") // [!code highlight]
email String @unique
name String?
role Role @default(USER)
posts Post[]
profile Profile?
}
:::warning
MongoDB does not support @@id
MongoDB does not support composite IDs, which means you cannot identify a model with a @@id block.
:::
You can define default values for scalar fields of your models using the @default attribute:
model Post {
id Int @id @default(autoincrement())
createdAt DateTime @default(now()) // [!code highlight]
title String
published Boolean @default(false) // [!code highlight]
data Json @default("{ \"hello\": \"world\" }") // [!code highlight]
author User @relation(fields: [authorId], references: [id])
authorId Int
categories Category[] @relation(references: [id])
}
model Post {
id String @id @default(auto()) @map("_id") @db.ObjectId
createdAt DateTime @default(now())
title String
published Boolean @default(false)
author User @relation(fields: [authorId], references: [id])
authorId String @db.ObjectId
categories Category[] @relation(references: [id])
}
@default attributes either:
DEFAULT values in the underlying database (relational databases only) orcuid() and uuid() are provided by Prisma Client's query engine for all connectors.Default values can be:
5 (Int), Hello (String), or false (Boolean)[5, 6, 8] (Int[]) or ["Hello", "Goodbye"] (String[]). These are available in Prisma ORM versions 4.0.0 and later, when using supported databases (PostgreSQL, CockroachDB and MongoDB)now() or uuid()@default attribute, e.g.: @default("[]"). If you want to provide a JSON object, you need to enclose it with double-quotes and then escape any internal double quotes using a backslash, e.g.: @default("{ \"hello\": \"world\" }").:::info
Refer to the attribute function reference documentation for information about connector support for functions.
:::
You can add unique attributes to your models to be able to uniquely identify individual records of that model. Unique attributes can be defined on a single field using @unique attribute, or on multiple fields (also called composite or compound unique constraints) using the @@unique attribute.
In the following example, the value of the email field must be unique:
model User {
id Int @id @default(autoincrement())
email String @unique
name String?
}
model User {
id String @id @default(auto()) @map("_id") @db.ObjectId
email String @unique
name String?
}
In the following example, a combination of authorId and title must be unique:
model Post {
id Int @id @default(autoincrement())
createdAt DateTime @default(now())
title String
published Boolean @default(false)
author User @relation(fields: [authorId], references: [id])
authorId Int
categories Category[] @relation(references: [id])
@@unique([authorId, title]) // [!code highlight]
}
model Post {
id String @id @default(auto()) @map("_id") @db.ObjectId
createdAt DateTime @default(now())
title String
published Boolean @default(false)
author User @relation(fields: [authorId], references: [id])
authorId String @db.ObjectId
categories Category[] @relation(references: [id])
@@unique([authorId, title]) // [!code highlight]
}
:::info
Constraint names in relational databases
You can optionally define a custom unique constraint name in the underlying database.
:::
By default, the name of this field in Prisma Client queries will be authorId_title.
You can also provide your own name for the composite unique constraint using the @@unique attribute's name field:
model Post {
id String @id @default(auto()) @map("_id") @db.ObjectId
createdAt DateTime @default(now())
title String
published Boolean @default(false)
author User @relation(fields: [authorId], references: [id])
authorId String @db.ObjectId
categories Category[] @relation(references: [id])
@@unique(name: "authorTitle", [authorId, title]) // [!code highlight]
}
The authorId_title field will now be named authorTitle instead.
:::info
Refer to the documentation on working with composite unique identifiers to learn how to interact with a composite unique constraints in Prisma Client.
:::
When using the MongoDB provider in version 3.12.0 and later, you can define a unique constraint on a field of a composite type using the syntax @@unique([compositeType.field]). As with other fields, composite type fields can be used as part of a multi-column unique constraint.
The following example defines a multi-column unique constraint based on the email field of the User model and the number field of the Address composite type which is used in User.address:
type Address {
street String
number Int
}
model User {
id Int @id
email String
address Address
@@unique([email, address.number])
}
This notation can be chained if there is more than one nested composite type:
type City {
name String
}
type Address {
number Int
city City
}
model User {
id Int @id
address Address[]
@@unique([address.city.name])
}
You can define indexes on one or multiple fields of your models via the @@index on a model. The following example defines a multi-column index based on the title and content field:
model Post {
id Int @id @default(autoincrement())
title String
content String?
@@index([title, content])
}
:::info
Index names in relational databases
You can optionally define a custom index name in the underlying database.
:::
When using the MongoDB provider in version 3.12.0 and later, you can define an index on a field of a composite type using the syntax @@index([compositeType.field]). As with other fields, composite type fields can be used as part of a multi-column index.
The following example defines a multi-column index based on the email field of the User model and the number field of the Address composite type:
type Address {
street String
number Int
}
model User {
id Int @id
email String
address Address
@@index([email, address.number])
}
This notation can be chained if there is more than one nested composite type:
type City {
name String
}
type Address {
number Int
city City
}
model User {
id Int @id
address Address[]
@@index([address.city.name])
}
You can define enums in your data model if enums are supported for your database connector, either natively or at Prisma ORM level.
Enums are considered scalar types in the Prisma schema data model. They're therefore by default included as return values in Prisma Client queries.
Enums are defined via the enum block. For example, a User has a Role:
model User {
id Int @id @default(autoincrement())
email String @unique
name String?
role Role @default(USER) // [!code highlight]
}
enum Role { // [!code highlight]
USER // [!code highlight]
ADMIN // [!code highlight]
} // [!code highlight]
model User {
id String @id @default(auto()) @map("_id") @db.ObjectId
email String @unique
name String?
role Role @default(USER) // [!code highlight]
}
enum Role { // [!code highlight]
USER // [!code highlight]
ADMIN // [!code highlight]
} // [!code highlight]
:::info
Composite types were added in version 3.10.0 under the mongodb Preview feature flag and are in General Availability since version 3.12.0.
:::
:::warning
Composite types are currently only available on MongoDB.
:::
Composite types (known as embedded documents in MongoDB) provide support for embedding records inside other records, by allowing you to define new object types. Composite types are structured and typed in a similar way to models.
To define a composite type, use the type block. As an example, take the following schema:
model Product {
id String @id @default(auto()) @map("_id") @db.ObjectId
name String
photos Photo[]
}
type Photo {
height Int
width Int
url String
}
In this case, the Product model has a list of Photo composite types stored in photos.
Composite types only support a limited set of attributes. The following attributes are supported:
@default@map@db.ObjectIdThe following attributes are not supported inside composite types:
@unique@id@relation@ignore@updatedAtHowever, unique constraints can still be defined by using the @@unique attribute on the level of the model that uses the composite type. For more details, see Composite type unique constraints.
Indexes can be defined by using the @@index attribute on the level of the model that uses the composite type. For more details, see Composite type indexes.
The Prisma schema supports a number of functions . These can be used to specify default values on fields of a model.
For example, the default value of createdAt is now() :
model Post {
id Int @id @default(autoincrement())
createdAt DateTime @default(now())
}
model Post {
id String @default(auto()) @map("_id") @db.ObjectId
createdAt DateTime @default(now())
}
cuid() and uuid() are implemented by Prisma ORM and therefore are not "visible" in the underlying database schema. You can still use them when using introspection by manually changing your Prisma schema and generating Prisma Client, in that case the values will be generated by Prisma Client's query engine
Support for autoincrement(), now(), and dbgenerated(...) differ between databases.
Relational database connectors implement autoincrement(), dbgenerated(...), and now() at database level. The MongoDB connector does not support autoincrement() or dbgenerated(...), and now() is implemented at the Prisma ORM level. The auto() function is used to generate an ObjectId.
Refer to the relations documentation for more examples and information about relationships between models.
Every model in the data model definition will result in a number of CRUD queries in the generated Prisma Client API:
findMany()findFirst()findFirstOrThrow()findUnique()findUniqueOrThrow()create()update()upsert()delete()createMany()createManyAndReturn()updateMany()updateManyAndReturn()deleteMany()The operations are accessible via a generated property on the Prisma Client instance. By default the name of the property is the lowercase form of the model name, e.g. user for a User model or post for a Post model.
Here is an example illustrating the use of a user property from the Prisma Client API:
const newUser = await prisma.user.create({
data: {
name: "Alice",
},
});
const allUsers = await prisma.user.findMany();
Prisma Client also generates type definitions that reflect your model structures. These are part of the generated @prisma/client node module.
When using TypeScript, these type definitions ensure that all your database queries are entirely type safe and validated at compile-time (even partial queries using select or include ).
Even when using plain JavaScript, the type definitions are still included in the @prisma/client node module, enabling features like IntelliSense/autocompletion in your editor.
Note: The actual types are stored in the
.prisma/clientfolder.@prisma/client/index.d.tsexports the contents of this folder.
For example, the type definition for the User model from above would look as follows:
export type User = {
id: number;
email: string;
name: string | null;
role: string;
};
Note that the relation fields posts and profile are not included in the type definition by default. However, if you need variations of the User type you can still define them using some of Prisma Client's generated helper types (in this case, these helper types would be called UserGetIncludePayload and UserGetSelectPayload).
Prisma ORM currently only supports models that have at least one unique field or combination of fields. In practice, this means that every Prisma model must have either at least one of the following attributes:
@id or @@id for a single- or multi-field primary key constraint (max one per model)@unique or @@unique for a single- or multi-field unique constraint