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TypeScript ORM for Node.js based on Data Mapper, Unit of Work and Identity Map patterns. Supports MongoDB, MySQL, PostgreSQL and SQLite databases as well as usage with vanilla JavaScript.

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import type { MikroORM } from '@mikro-orm/core'; import type { MongoDriver } from '@mikro-orm/mongodb'; import { Author, Book, BookTag } from '../../entities'; import { initORMMongo, mockLogger } from '../../bootstrap'; describe('partial loading (mongo)', () => { let orm: MikroORM<MongoDriver>; beforeAll(async () => orm = await initORMMongo()); beforeEach(async () => orm.schema.clearDatabase()); afterAll(async () => orm.close(true)); test('partial selects', async () => { const author = new Author('Jon Snow', 'snow@wall.st'); author.born = '1990-03-23'; await orm.em.persistAndFlush(author); orm.em.clear(); const a = (await orm.em.findOne(Author, author, { fields: ['name'] }))!; expect(a.name).toBe('Jon Snow'); // @ts-expect-error expect(a.email).toBeUndefined(); // @ts-expect-error expect(a.born).toBeUndefined(); }); test('partial nested loading (1:m)', async () => { const god = new Author(`God `, `hello@heaven.god`); const b1 = orm.em.create(Book, { title: `Bible 1`, author: god }); b1.tenant = 123; const b2 = orm.em.create(Book, { title: `Bible 2`, author: god }); b2.tenant = 456; const b3 = orm.em.create(Book, { title: `Bible 3`, author: god }); b3.tenant = 789; await orm.em.persistAndFlush(god); orm.em.clear(); const mock = mockLogger(orm, ['query']); const r1 = await orm.em.find(Author, god, { fields: ['id', 'books.author', 'books.title'], populate: ['books'] }); expect(r1).toHaveLength(1); expect(r1[0].id).toBe(god.id); // @ts-expect-error expect(r1[0].name).toBeUndefined(); expect(r1[0].books[0].id).toBe(b1.id); expect(r1[0].books[0].title).toBe('Bible 1'); // @ts-expect-error expect(r1[0].books[0].tenant).toBeUndefined(); expect(r1[0].books[0].author).toBeDefined(); expect(mock.mock.calls[0][0]).toMatch(/db\.getCollection\('author'\)\.find\({ _id: ObjectId\('.*'\) }, { projection: { _id: 1 } }\)\.toArray\(\);/); expect(mock.mock.calls[1][0]).toMatch(/db\.getCollection\('books-table'\)\.find\({ author: { '\$in': \[ ObjectId\('.*'\) ] } }, { projection: { _id: 1, author: 1, title: 1 } }\)\.sort\(\[ \[ 'title', 1 ] ]\)\.toArray\(\);/); orm.em.clear(); mock.mock.calls.length = 0; const r2 = await orm.em.find(Author, god, { fields: ['id', 'books.id', 'books.author', 'books.title'], populate: ['books'], }); expect(r2).toHaveLength(1); expect(r2[0].id).toBe(god.id); // @ts-expect-error expect(r2[0].name).toBeUndefined(); expect(r2[0].books[0].id).toBe(b1.id); expect(r2[0].books[0].title).toBe('Bible 1'); // @ts-expect-error expect(r2[0].books[0].tenant).toBeUndefined(); expect(r2[0].books[0].author).toBeDefined(); expect(mock.mock.calls[0][0]).toMatch(/db\.getCollection\('author'\)\.find\({ _id: ObjectId\('.*'\) }, { projection: { _id: 1 } }\)\.toArray\(\);/); expect(mock.mock.calls[1][0]).toMatch(/db\.getCollection\('books-table'\)\.find\({ author: { '\$in': \[ ObjectId\('.*'\) ] } }, { projection: { _id: 1, author: 1, title: 1 } }\)\.sort\(\[ \[ 'title', 1 ] ]\)\.toArray\(\);/); }); test('partial nested loading (m:1)', async () => { const god = new Author(`God `, `hello@heaven.god`); const b1 = orm.em.create(Book, { title: `Bible 1`, author: god }); b1.tenant = 123; const b2 = orm.em.create(Book, { title: `Bible 2`, author: god }); b2.tenant = 456; const b3 = orm.em.create(Book, { title: `Bible 3`, author: god }); b3.tenant = 789; await orm.em.persistAndFlush(god); orm.em.clear(); const mock = mockLogger(orm, ['query']); const r1 = await orm.em.find(Book, b1, { fields: ['id', 'title', 'author.email'], populate: ['author'], filters: false, }); expect(r1).toHaveLength(1); expect(r1[0].id).toBe(b1.id); expect(r1[0].title).toBe('Bible 1'); // @ts-expect-error expect(r1[0].tenant).toBeUndefined(); expect(r1[0].author).toBeDefined(); expect(r1[0].author.id).toBe(god.id); // @ts-expect-error expect(r1[0].author.name).toBeUndefined(); expect(r1[0].author.email).toBeDefined(); expect(mock.mock.calls[0][0]).toMatch(/db\.getCollection\('books-table'\)\.find\({ _id: ObjectId\('.*'\) }, { projection: { _id: 1, title: 1, author: 1 } }\)\.toArray\(\);/); expect(mock.mock.calls[1][0]).toMatch(/db\.getCollection\('author'\)\.find\({ _id: { '\$in': \[ ObjectId\('.*'\) ] } }, { projection: { _id: 1, email: 1 } }\)\.toArray\(\);/); orm.em.clear(); mock.mock.calls.length = 0; const r2 = await orm.em.find(Book, b1, { fields: ['id', 'title', 'author.email'], populate: ['author'], filters: false, }); expect(r2).toHaveLength(1); expect(r2[0].id).toBe(b1.id); expect(r2[0].title).toBe('Bible 1'); // @ts-expect-error expect(r2[0].tenant).toBeUndefined(); expect(r2[0].author).toBeDefined(); expect(r2[0].author.id).toBe(god.id); // @ts-expect-error expect(r2[0].author.name).toBeUndefined(); expect(r2[0].author.email).toBeDefined(); expect(mock.mock.calls[0][0]).toMatch(/db\.getCollection\('books-table'\)\.find\({ _id: ObjectId\('.*'\) }, { projection: { _id: 1, title: 1, author: 1 } }\)\.toArray\(\);/); expect(mock.mock.calls[1][0]).toMatch(/db\.getCollection\('author'\)\.find\({ _id: { '\$in': \[ ObjectId\('.*'\) ] } }, { projection: { _id: 1, email: 1 } }\)\.toArray\(\);/); }); test('partial nested loading (m:n)', async () => { const god = new Author(`God `, `hello@heaven.god`); const b1 = orm.em.create(Book, { title: `Bible 1`, author: god }); b1.tenant = 123; const t1 = new BookTag('t1'); b1.tags.add(t1, new BookTag('t2')); const b2 = orm.em.create(Book, { title: `Bible 2`, author: god }); b2.tenant = 456; b2.tags.add(new BookTag('t3'), new BookTag('t4'), t1); const b3 = orm.em.create(Book, { title: `Bible 3`, author: god }); b3.tenant = 789; b3.tags.add(new BookTag('t5'), new BookTag('t6'), t1); await orm.em.persistAndFlush(god); orm.em.clear(); const mock = mockLogger(orm, ['query']); const r1 = await orm.em.find(BookTag, {}, { fields: ['name', 'books.title', 'books.tags'], populate: ['books'], filters: false, }); expect(r1).toHaveLength(6); expect(r1[0].name).toBe('t1'); expect(r1[0].books[0].title).toBe('Bible 1'); // @ts-expect-error expect(r1[0].books[0].tenant).toBeUndefined(); // @ts-expect-error expect(r1[0].books[0].author).toBeUndefined(); expect(mock.mock.calls[0][0]).toMatch('db.getCollection(\'book-tag\').find({}, { projection: { _id: 1, name: 1 } }).toArray();'); expect(mock.mock.calls[1][0]).toMatch(/db\.getCollection\('books-table'\)\.find\({ tags: { '\$in': \[ ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\) ] } }, { projection: { _id: 1, title: 1, tags: 1 } }\)\.toArray\(\);/); orm.em.clear(); mock.mock.calls.length = 0; const r2 = await orm.em.find(BookTag, { name: 't1' }, { fields: ['name', 'books.title', 'books.tags'], populate: ['books'], filters: false, }); expect(r2).toHaveLength(1); expect(r2[0].name).toBe('t1'); expect(r2[0].books[0].title).toBe('Bible 1'); // @ts-expect-error expect(r2[0].books[0].tenant).toBeUndefined(); // @ts-expect-error expect(r2[0].books[0].author).toBeUndefined(); expect(mock.mock.calls[0][0]).toMatch('db.getCollection(\'book-tag\').find({ name: \'t1\' }, { projection: { _id: 1, name: 1 } }).toArray();'); expect(mock.mock.calls[1][0]).toMatch(/db\.getCollection\('books-table'\)\.find\({ tags: { '\$in': \[ ObjectId\('.*'\) ] } }, { projection: { _id: 1, title: 1, tags: 1 } }\)\.toArray\(\);/); }); test('partial nested loading (mixed)', async () => { const god = new Author(`God `, `hello@heaven.god`); const b1 = orm.em.create(Book, { title: `Bible 1`, author: god }); b1.tenant = 123; b1.tags.add(new BookTag('t1'), new BookTag('t2')); const b2 = orm.em.create(Book, { title: `Bible 2`, author: god }); b2.tenant = 456; b2.tags.add(new BookTag('t3'), new BookTag('t4')); const b3 = orm.em.create(Book, { title: `Bible 3`, author: god }); b3.tenant = 789; b3.tags.add(new BookTag('t5'), new BookTag('t6')); await orm.em.persistAndFlush(god); orm.em.clear(); const mock = mockLogger(orm, ['query']); const r1 = await orm.em.find(BookTag, {}, { fields: ['name', 'books.title', 'books.tags', 'books.author', 'books.author.email'], populate: ['books.author'], filters: false, }); expect(r1).toHaveLength(6); expect(r1[0].name).toBe('t1'); expect(r1[0].books[0].title).toBe('Bible 1'); // @ts-expect-error expect(r1[0].books[0].tenant).toBeUndefined(); expect(r1[0].books[0].author).toBeDefined(); expect(r1[0].books[0].author.id).toBeDefined(); // @ts-expect-error expect(r1[0].books[0].author.name).toBeUndefined(); expect(r1[0].books[0].author.email).toBe(god.email); expect(mock.mock.calls[0][0]).toMatch('db.getCollection(\'book-tag\').find({}, { projection: { _id: 1, name: 1 } }).toArray();'); expect(mock.mock.calls[1][0]).toMatch(/db\.getCollection\('books-table'\)\.find\({ tags: { '\$in': \[ ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\) ] } }, { projection: { _id: 1, title: 1, tags: 1, author: 1 } }\)\.toArray\(\);/); expect(mock.mock.calls[2][0]).toMatch(/db\.getCollection\('author'\)\.find\({ _id: { '\$in': \[ ObjectId\('.*'\) ] } }, { projection: { _id: 1, email: 1 } }\)\.toArray\(\);/); orm.em.clear(); mock.mock.calls.length = 0; const r2 = await orm.em.find(BookTag, {}, { fields: ['name', 'books.title', 'books.tags', 'books.author.email'], populate: ['books.author'], filters: false, }); expect(r2).toHaveLength(6); expect(r2[0].name).toBe('t1'); expect(r2[0].books[0].title).toBe('Bible 1'); // @ts-expect-error expect(r2[0].books[0].tenant).toBeUndefined(); expect(r2[0].books[0].author).toBeDefined(); expect(r2[0].books[0].author.id).toBeDefined(); // @ts-expect-error expect(r2[0].books[0].author.name).toBeUndefined(); expect(r2[0].books[0].author.email).toBe(god.email); expect(mock.mock.calls[0][0]).toMatch('db.getCollection(\'book-tag\').find({}, { projection: { _id: 1, name: 1 } }).toArray();'); expect(mock.mock.calls[1][0]).toMatch(/db\.getCollection\('books-table'\)\.find\({ tags: { '\$in': \[ ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\), ObjectId\('.*'\) ] } }, { projection: { _id: 1, title: 1, tags: 1, author: 1 } }\)\.toArray\(\);/); expect(mock.mock.calls[2][0]).toMatch(/db\.getCollection\('author'\)\.find\({ _id: { '\$in': \[ ObjectId\('.*'\) ] } }, { projection: { _id: 1, email: 1 } }\)\.toArray\(\);/); }); });