This is a type-safe ORM for Azure CosmosDB NoSQL, inpired by Prisma.io
This package is for you if you're building data-driven applications and you're using Azure CosmosDB NoSQL as the main database.
If you're tired of writing raw SQL for querying Azure CosmosDB NoSQL database with complex filters, then this package is for you, too.
The code above gives you query auto-completion based on the data model you specified for each container in Azure CosmosDB
- Data analytics dashboard
- E-commerce
- IoT dashboard
- ✅ Type-safe advanced filtering
- 💪 Build-in SQL query-builder
- 🚀 Dynamic, type-safe field-selection - maximizing performance
- 🍃 No more hard-coding SQL queries, just bring your models
Install this package
npm install cosmox
yarn install cosmox
pnpm install cosmox
Instantiate the client
import { createClient } from 'cosmox';
type User = {
id: string;
firstName: string;
lastName: string;
age: number;
createdAt: Date;
isSuperAdmin: boolean;
};
type Post = {
id: string;
title: string;
content: string;
createdBy: string; // foreign key - User.id
};
const orm = createClient({
database: '<DATABASE_ID>',
connectionString: '<DB_CONNECTION_STRING>',
models: (t) => ({
user: t.createModel<User>({ container: '<USER_CONTAINER_ID>' }),
post: t.createModel<Post>({ container: '<POST_CONTAINER_ID>' }),
}),
});
Make queries with simple filters
const getFilteredUsers = async () => {
return await orm.user.findMany({
where: { firstName: { contains: 'Sam' } },
});
};
const getFilteredUsers = async () => {
return await orm.user.findMany({
where: { age: { gte: 18 } },
});
};
const getFilteredUsers = async () => {
return await orm.user.findMany({
where: { createdAt: { gte: new Date('2024-01-01') } },
});
};
const getFilteredposts = async () => {
return await orm.post.findMany({
where: { createdBy: { equals: '<SOME_USER_ID>' } },
});
};
Make a query without any filters
// This will return maximum of 100 items by default
const result = orm.user.findMany({});
Or, make a query by applying some complex filters, field-selections, and pagination logic:
const getFilteredUsers = async () => {
return await orm.user.findMany({
where: {
firstName: {
startsWith: 'Sa',
endsWith: 'lyn',
mode: 'INSENSITIVE',
},
age: {
lte: 20,
gte: 10,
not: 15,
},
isSuperAdmin: {
not: true,
},
createdAt: {
lte: new Date('2024-12-31'),
gte: new Date('2024-12-01'),
not: new Date('2024-12-15'),
},
},
orderBy: {
firstName: 'ASC',
},
take: 10,
select: {
id: true,
firstName: true,
age: true,
},
nextCursor: '<PAGINATION_TOKEN>',
});
};
Find an item by ID
// without field-selection
const result = orm.user.findOne({
where: { id: 'USER_ID' },
});
// with field-selection
const result = orm.user.findOne<User>({
where: { id: 'USER_ID' },
select: { id: true, firstName: true },
});
Create an item
type CreateUserInput = Partial<User>;
const result = orm.user.create<CreateUserInput>({
data: {
firstName: '<FIRST_NAME>',
lastName: '<LAST_NAME>',
},
});
Update an item
type UpdateUserInput = Partial<User>;
const result = orm.user.update<UpdateUserInput>({
where: { id: '<USER_ID>' },
data: {
firstName: '<UPDATED_FIRST_NAME>',
},
});
Delete an item
const result = orm.user.delete({
where: { id: '<USER_ID>' },
});
Core Query builder- Bulk create / update operations
- Observability - query logging
- Filtering on more complex data types such as enums, enum arrays, string arrays & number arrays