Schema validation

RxDB has multiple validation implementations that can be used to ensure that your document data is always matching the provided JSON schema of your RxCollection.

The schema validation is not a plugin but comes in as a wrapper around any other RxStorage and it will then validate all data that is written into that storage. This is required for multiple reasons:

• It allows us to run the validation inside of a Worker RxStorage instead of running it in the main JavaScript process.
• It allows us to configure which RxDatabase instance must use the validation and which does not. In production it often makes sense to validate user data, but you might not need the validation for data that is only replicated from the backend.

When no validation is used, any document data can be saved but there might be undefined behavior when saving data that does not comply to the schema of a RxCollection.

RxDB has different implementations to validate data, each of them is based on a different JSON Schema library. In this example we use the Dexie.js RxStorage, but you can wrap the validation around any other RxStorage.

validate-ajv​

A validation-module that does the schema-validation. This one is using ajv as validator which is a bit faster. Better compliant to the jsonschema-standard but also has a bigger build-size.

import { wrappedValidateAjvStorage } from 'rxdb/plugins/validate-ajv';
import { getRxStorageDexie } from 'rxdb/plugins/storage-dexie';

// wrap the validation around the main RxStorage
const storage = wrappedValidateAjvStorage({
    storage: getRxStorageDexie()
});

const db = await createRxDatabase({
    name: randomCouchString(10),
    storage
});

validate-z-schema​

Both is-my-json-valid and validate-ajv use eval() to perform validation which might not be wanted when 'unsafe-eval' is not allowed in Content Security Policies. This one is using z-schema as validator which doesn't use eval.

import { wrappedValidateZSchemaStorage } from 'rxdb/plugins/validate-z-schema';
import { getRxStorageDexie } from 'rxdb/plugins/storage-dexie';

// wrap the validation around the main RxStorage
const storage = wrappedValidateZSchemaStorage({
    storage: getRxStorageDexie()
});

const db = await createRxDatabase({
    name: randomCouchString(10),
    storage
});

validate-is-my-json-valid​

WARNING: The is-my-json-valid validation is no longer supported until this bug is fixed.

The validate-is-my-json-valid plugin uses is-my-json-valid for schema validation.

import { wrappedValidateIsMyJsonValidStorage } from 'rxdb/plugins/validate-is-my-json-valid';
import { getRxStorageDexie } from 'rxdb/plugins/storage-dexie';

// wrap the validation around the main RxStorage
const storage = wrappedValidateIsMyJsonValidStorage({
    storage: getRxStorageDexie()
});

const db = await createRxDatabase({
    name: randomCouchString(10),
    storage
});

Custom Formats​

The schema validators provide methods to add custom formats like a email format. You have to add these formats before you create your database.

Ajv Custom Format​

import { getAjv } from 'rxdb/plugins/validate-ajv';
const ajv = getAjv();
ajv.addFormat('email', {
    type: 'string',
    validate: v => v.includes('@') // ensure email fields contain the @ symbol
});

Z-Schema Custom Format​

import { ZSchemaClass } from 'rxdb/plugins/validate-z-schema';
ZSchemaClass.registerFormat('email', function (v: string) {
    return v.includes('@'); // ensure email fields contain the @ symbol
});

Performance comparison of the validators​

The RxDB team ran performance benchmarks using two storage options on an Ubuntu 24.04 machine with Chrome version 131.0.6778.85. The testing machine has 32 core 13th Gen Intel(R) Core(TM) i9-13900HX CPU.

Dexie Storage (based on IndexedDB in the browser):

Memory Storage: stores everything in memory for extremely fast reads and writes, with no persistence by default. Often used with the RxDB memory-mapped plugin that processes data in memory an later persists to disc in background:

Including a validator library also increases your JavaScript bundle size. Here's how it breaks down (minified + gzip):