Exploring Data Relationships in Prisma and MongoDB: Why Arrays Matter
While working on a project using Prisma with MongoDB, I encountered some confusion about how Prisma handles relationships between data entities. Specifically, I was puzzled about the role of the connect
operation and the arrays in the models representing relationships. Despite creating related data, these arrays weren’t automatically updated, leading to misunderstandings about how to fetch related data. In this blog post, I aim to demystify these aspects using a simple example of Users
and Posts
Consider a blogging application where you have Users
and Posts
. Each User
can have multiple Posts
, but each Post
belongs to one User
. This is a one-to-many relationship.
In your Prisma schema, you might represent this relationship like this:
model User {
id String @id @default(auto()) @map("_id") @db.ObjectId
name String
posts Post[]
}
model Post {
id String @id @default(auto()) @map("_id") @db.ObjectId
title String
body String
userId String @db.ObjectId
user User @relation(fields: [userId], references: [id])
}
Here, the posts
array in the User
model is intended to hold references (ObjectIds) to the Post
documents associated with a User
.
Now, let’s say you create a new Post
for a User
:
JavaScript
const post = await prisma.post.create({
data: {
title: "My First Post",
body: "This is my first post.",
user: {
connect: {
id: "<ObjectId of the User>",
},
},
},
});
AI-generated code. Review and use carefully. More info on FAQ.
In this code, "<ObjectId of the User>"
should be replaced with the actual ObjectId of the User
. The connect
operation tells Prisma to establish a relationship between the new Post
and the User
by storing the ObjectId of the User
in the userId
field of the Post
.
However, this connect
operation does not automatically update the posts
array in the User
document to include the ObjectId of the new Post
. The posts
array in the User
document would still be empty after this operation.
Despite this, you can still fetch a User
and all their associated Post
documents using Prisma’s findUnique
method with the include
option:
JavaScript
const userWithPosts = await prisma.user.findUnique({
where: { id: "<ObjectId of the User>" },
include: { posts: true },
});
In this code, "<ObjectId of the User>"
should be replaced with the actual ObjectId of the User
. The returned userWithPosts
object will include all the Post
documents associated with the User
, even though the posts
array in the User
document is empty.
This is because each Post
document contains a userId
field, which is a reference to the User
document it’s associated with. Prisma can use this field to find all Post
documents associated with a User
.