Stronger, more intuitive type checking and assertions for MongoDB.
Mongo Validate extends the functionality of Zod, integrated with the MongoDB Node.js driver, to provide a more intuitive and powerful way to validate MongoDB documents.
Some of its features include:
- Validation of unique fields
- Validation of the integrity of references to other collections
- Adherence to a Zod schema
Mongo Validate is something I put together out of frustration with existing, heavy handed solutions for MongoDB schema management. Mongo Validate is intended to have a minimal footprint, add on to existing validation infrastructure, and plug in seamlessly to build-time integrity checks.
Mongo Validate is available as an NPM package. To install it, run:
npm install mongo-validate
pnpm install mongo-validate
yarn add mongo-validate
bun install mongo-validateMongo Validate supports Zod schemas out of the box, so any schemas you may already have defined can be used with any MongoDB instance.
For all of the examples below, we'll be using the following schema:
import { z } from 'zod';
import { ObjectId } from "mongo-validate/lib/mongodb"
export const userSchema = z.object({
_id: ObjectId,
name: z.string(),
email: z.string().email(),
});
export type User = z.infer<typeof userSchema>;Mongo Validate extends Zod schemas to check that your documents match the desired schema. For example:
import mongo-validate, { type AssertUniqueType } from 'mongo-validate';
import { userSchema, type User } from "./schemas";
export const UserEmailsUniqueValidator = MongoValidate.assertUnique.fromSchema(userSchema, ["email"]);
// ^? AssertUniqueType<User>The returned object is a Zod schema that can be directly invoked to validate a result from MongoDB. This object is of the type:
type AssertUniqueType<T> = z.ZodEffects<z.ZodArray<z.ZodType<T>>, T[], unknown>;And you can use it like this:
import { createMongoClient } from "./your-mongo-client";
import { UserEmailsUniqueValidator } from "./schemas";
const client = await createMongoClient(url, options);
async function main() {
const users: WithId<Document>[] = await client.db("db").collection("users").find().toArray();
try {
return UserEmailsUniqueValidator.parse(users) satisfies User[];
} catch (e) {
console.error(e);
return;
}
}Mongo Validate also supports validation of references to other collections.
For example, suppose we have a collection of Stores that must be associated to an existing User. Let's define our schema first:
import { z } from 'zod';
export const storeSchema = z.object({
_id: ObjectId,
name: z.string(),
owner: z.string(),
ownerEmail: z.string().email(),
});
export type Store = z.infer<typeof storeSchema>;Now, we can define a reference validator between these two collections:
import mongo-validate from 'mongo-validate';
const StoresHaveOwnersValidator = new MongoValidate.assertRelation({
db: "your-db",
mainCollection: "users",
relationCollection: "stores",
mainSchema: userSchema,
relationSchema: storeSchema,
relations: {
"email": "ownerEmail"
}
});And then we can use it like this:
import { createMongoClient } from "./your-mongo-client";
import { StoresHaveOwnersValidator } from "./schemas";
const client = await createMongoClient(url, options);
async function main() {
const stores: WithId<Document>[] = await client.db("db").collection("stores").find().toArray();
try {
return StoresHaveOwnersValidator.parse(stores) satisfies Store[];
} catch (e) {
console.error(e);
return;
}
}
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