Mocking database calls in Express - Performance & Optimization

Performance: Mocking database calls

MEDIUM IMPACT

This concept affects server response time and user experience by reducing delays caused by real database queries during development and testing.

Testing API endpoints without hitting the real database

Express

const mockUsers = [{ id: 1, name: 'Alice' }, { id: 2, name: 'Bob' }];
app.get('/users', async (req, res) => {
  res.json(mockUsers);
});

Returns data instantly without waiting for database, improving test speed and reliability.

📈 Performance Gainresponse time reduced to <1ms, no DB wait

Testing API endpoints without hitting the real database

Express

app.get('/users', async (req, res) => {
  const users = await db.query('SELECT * FROM users');
  res.json(users);
});

This calls the real database on every request, causing slow responses and possible test flakiness.

📉 Performance Costblocks response for 50-200ms per request depending on DB speed

Performance Comparison

Pattern	DOM Operations	Reflows	Paint Cost	Verdict
Real DB call on each request	N/A (server-side)	N/A	N/A	[X] Bad
Mocked DB call with static data	N/A (server-side)	N/A	N/A	[OK] Good

Rendering Pipeline

Mocking database calls bypasses the backend database query stage, allowing the server to respond faster. This reduces the time before the browser receives data and can render content.

→Server Processing

→Network Transfer

→Browser Rendering

⚠️ BottleneckServer Processing (database query time)

Core Web Vital Affected

INP

This concept affects server response time and user experience by reducing delays caused by real database queries during development and testing.

Optimization Tips

1Mock database calls to avoid slow real queries during development and testing.

2Use static or in-memory data to speed up API responses.

3Faster API responses improve user interaction responsiveness (INP).

Performance Quiz - 3 Questions

Why does mocking database calls improve API response times during development?

A Because it compresses the network data

B Because it reduces the size of the database

C Because it avoids waiting for slow database queries

D Because it caches the browser rendering

DevTools: Network

How to check: Open DevTools, go to Network tab, make the API request, and check the response time.

What to look for: Look for faster response times (<1ms) when mocking versus slower times (50ms+) with real DB calls.

Practice

1. What is the main purpose of mocking database calls in Express applications?

easy

A. To test code without needing a real database connection

B. To speed up the database queries in production

C. To permanently replace the database with fake data

D. To make the database store data faster

Solution

1. Step 1: Understand mocking concept

   Mocking means creating fake versions of parts of your app, like database calls, to test without real dependencies.

2. Step 2: Identify the purpose in testing

   Mocking database calls allows testing code logic without needing a real database, making tests faster and more reliable.

3. Final Answer:

   To test code without needing a real database connection -> Option A

4. Quick Check:

   Mocking = Test without real DB [OK]

Hint: Mocking means faking DB calls to test code fast [OK]

Common Mistakes:

• Thinking mocking speeds up production DB
• Confusing mocking with permanent DB replacement
• Assuming mocking changes real data storage

2. Which of the following is the correct way to mock a database call returning a promise in Express?

easy

A. const mockDbCall = Promise.resolve({ id: 1, name: 'Test' });

B. const mockDbCall = () => { return { id: 1, name: 'Test' }; };

C. const mockDbCall = () => new Promise({ id: 1, name: 'Test' });

D. const mockDbCall = () => Promise.resolve({ id: 1, name: 'Test' });

Solution

1. Step 1: Understand promise returning function

   A mock database call should return a promise that resolves to data, so Promise.resolve is correct.

2. Step 2: Check each option

   const mockDbCall = Promise.resolve({ id: 1, name: 'Test' }); assigns a resolved promise directly, making mockDbCall a promise object not a callable function. const mockDbCall = () => { return { id: 1, name: 'Test' }; }; returns plain object, not a promise. const mockDbCall = () => Promise.resolve({ id: 1, name: 'Test' }); returns a function returning a resolved promise, correct. const mockDbCall = () => new Promise({ id: 1, name: 'Test' }); incorrectly uses new Promise without executor function.

3. Final Answer:

   const mockDbCall = () => Promise.resolve({ id: 1, name: 'Test' }); -> Option D

4. Quick Check:

   Promise.resolve returns a resolved promise [OK]

Hint: Use Promise.resolve to return mock data as a promise [OK]

Common Mistakes:

• Returning plain object instead of a promise
• Using new Promise without executor function
• Assigning a promise directly instead of a function returning it

3. Given the mock function below, what will getUser().then(console.log) output?

const getUser = () => Promise.resolve({ id: 5, name: 'Alice' });

medium

A. { id: 5, name: 'Alice' }

B. Promise { { id: 5, name: 'Alice' } }

C. undefined

D. Error: getUser is not a function

Solution

1. Step 1: Understand the mock function

   getUser returns a promise resolved with an object { id: 5, name: 'Alice' }.

2. Step 2: Analyze the .then(console.log) call

   The .then method receives the resolved value and logs it, so the output is the object itself.

3. Final Answer:

   { id: 5, name: 'Alice' } -> Option A

4. Quick Check:

   Promise resolves to object logged [OK]

Hint: Promise.then logs resolved value, not the promise itself [OK]

Common Mistakes:

• Thinking console.log prints the promise object
• Expecting undefined because of missing await
• Assuming getUser is undefined or error

4. Identify the error in this mock database call function:

function fetchData() {
  return new Promise(data => {
    resolve({ id: 1, value: 'mock' });
  });
}

medium

A. The function should be async instead of returning a promise

B. The promise executor function parameter should be (resolve, reject), not (data)

C. The data object is missing a required field

D. The function should not return a promise

Solution

1. Step 1: Review Promise constructor usage

   The Promise constructor expects an executor function with two parameters: resolve and reject.

2. Step 2: Identify misuse of parameter

   The code declares executor parameter as 'data' but calls resolve(...), where resolve is undefined. It should declare (resolve, reject) and call resolve(value).

3. Final Answer:

   The promise executor function parameter should be (resolve, reject), not (data) -> Option B

4. Quick Check:

   Promise executor = (resolve, reject) [OK]

Hint: Promise executor needs (resolve, reject) parameters [OK]

Common Mistakes:

• Using wrong parameter name in Promise executor
• Not returning a promise for async behavior
• Confusing async function with Promise constructor

5. You want to mock a database call in Express that sometimes returns data and sometimes throws an error to test error handling. Which mock function correctly simulates this behavior?

hard

A. const mockDb = () => Promise.resolve({ id: 1 });

B. const mockDb = () => { if (Math.random() > 0.5) return { id: 1 }; else throw new Error('DB error'); };

C. const mockDb = () => Math.random() > 0.5 ? Promise.resolve({ id: 1 }) : Promise.reject(new Error('DB error'));

D. const mockDb = () => new Promise((resolve) => resolve({ id: 1 }));

Solution

1. Step 1: Understand requirement for success and failure

   The mock must sometimes resolve with data and sometimes reject with an error to test both cases.

2. Step 2: Analyze each option

   const mockDb = () => Math.random() > 0.5 ? Promise.resolve({ id: 1 }) : Promise.reject(new Error('DB error')); returns a promise that resolves or rejects based on random chance, correctly simulating success or failure.
   const mockDb = () => { if (Math.random() > 0.5) return { id: 1 }; else throw new Error('DB error'); }; throws error synchronously, not returning a promise rejection.
   const mockDb = () => Promise.resolve({ id: 1 }); always resolves, no error simulation.
   const mockDb = () => new Promise((resolve) => resolve({ id: 1 })); always resolves, no error simulation.

3. Final Answer:

   const mockDb = () => Math.random() > 0.5 ? Promise.resolve({ id: 1 }) : Promise.reject(new Error('DB error')); -> Option C

4. Quick Check:

   Random resolve or reject simulates success/error [OK]

Hint: Use Promise.resolve or Promise.reject to simulate success or error [OK]

Common Mistakes:

• Throwing error instead of rejecting promise
• Always resolving without error case
• Not returning a promise for async simulation