This tutorial aims to provide you with an understanding of how to perform operations on multiple documents within a single transaction. This is an essential skill for maintaining data integrity across complex operations.
By the end of this tutorial, you will be able to:
- Understand the concept of transactions.
- Initiate a session for multi-document transactions.
- Perform operations on multiple documents within a single transaction.
- Commit and rollback transactions.
Before you start, you should have:
- Basic knowledge of MongoDB.
- MongoDB installed on your machine.
- Basic knowledge of Node.js and JavaScript.
In MongoDB, a transaction is a group of changes that MongoDB performs as a single operation. This means that if any part of the transaction fails, MongoDB cancels the whole transaction, and no change takes effect.
Let's consider a banking system where you need to transfer money from one account to another. This operation involves two steps: subtracting the amount from the sender's account and adding it to the receiver's account. If either of these operations fails, the entire operation should be rolled back to maintain data integrity.
We start by initiating a session:
const session = await mongoose.startSession();
Next, we start a transaction:
session.startTransaction();
Then, perform operations within the transaction:
const opts = { session }; // Include the session in options.
const A = await Account.findOneAndUpdate({name: 'A'}, {$inc: {balance: -100}}, opts);
const B = await Account.findOneAndUpdate({name: 'B'}, {$inc: {balance: 100}}, opts);
Finally, commit the transaction if no error occurs:
await session.commitTransaction();
If an error occurs, abort the transaction:
session.abortTransaction();
The balance of account 'A' should decrease by 100 and the balance of account 'B' should increase by 100.
In this tutorial, we learned about multi-document transactions in MongoDB. We discussed how to initiate a session, start a transaction, perform operations, and either commit or abort the transaction based on whether an error occurs.
Practice creating a transaction that involves multiple operations on different documents. For example, a transaction could involve updating the price of multiple products in a database.
Practice rolling back a transaction when an error occurs. For example, if updating one product fails, all the other updates in the same transaction should be rolled back.
Extend Exercise 2 by adding error handling and recovery. If a transaction fails, try to perform the transaction again.
Solutions to these exercises involve applying the concepts and code examples presented in this tutorial. If you're stuck, refer back to the code examples and explanations provided.
Happy coding! Practice makes perfect. Keep practicing and exploring more about MongoDB transactions.