QA
Intermediate LevelMongoDB & Mongoose

How do MongoDB Change Streams enable real-time database event notifications?

❓ Interview Prompt: Explain Change Streams, tailing replica set Oplog, change stream events (insert, update, replace, delete), resume tokens, and real-time triggers.

Change Streams allow Node.js applications to access real-time data changes without polling by opening a tailing cursor over the replica set Oplog:

Event Notifications:

Emits event objects containing modified document IDs, operation types ('insert', 'update', 'delete'), and full document snapshots.

Code Implementation Example

typescript
import { OrderModel } from './models/Order';

function listenToRealtimeOrders() {
  const changeStream = OrderModel.watch([
    { $match: { 'fullDocument.status': 'COMPLETED' } }
  ]);

  changeStream.on('change', (change) => {
    console.log('New Completed Order Event:', change.documentKey._id);
  });
}
💡Listening to real-time database change events using Mongoose watch().
🎯 Interview Key Takeaway

Use Change Streams over Oplog tailing to trigger real-time microservice events without expensive database polling.

#Change Streams#watch()#Real-Time#Oplog#Intermediate
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