How to load npm modules in AWS Lambda?
System Design practice on Codemia
Work through 120+ system design problems with detailed solutions, from rate limiters to multi-region storage.
Understanding AWS Lambda and npm Modules
AWS Lambda is a serverless computing service offered by Amazon Web Services (AWS) that allows developers to run code without having to manage servers. One of the features of AWS Lambda is the ability to execute code written in Node.js, a popular JavaScript runtime. With Node.js, you can use npm, the Node.js package manager, to include a wealth of libraries and tools in your Lambda functions.
When developing AWS Lambda functions, developers often need to include additional libraries and external dependencies to streamline application logic and leverage third-party capabilities. This article will provide a detailed guide on how to load npm modules into AWS Lambda functions.
Preparing for Deployment
Step 1: Environment Setup
Before deploying your Lambda function, make sure you have the following installed on your local machine:
- AWS CLI: A command-line tool for interacting with AWS services to facilitate Lambda deployments.
- AWS SDK for JavaScript: Enables Node.js interactions with AWS.
- Node.js and npm: Install the latest versions from the official Node.js website.
Step 2: Write Your Lambda Function
Create a new directory for your Lambda function and navigate into it. Initialize a new Node.js application:
This will create a package.json file to manage your package dependencies.
Next, create an index.js file for your Lambda function code:
Step 3: Install npm Packages
Decide on the npm packages you need for your function. For demonstration purposes, we’ll use the lodash library, a modern JavaScript utility library delivering modularity. Install the package:
Your package.json will be updated with lodash as a dependency:
Step 4: Update Lambda Function Code
Modify your index.js to use lodash:
Packaging and Deploying to AWS Lambda
Step 5: Zip Your Code and Dependencies
To deploy your code to AWS Lambda, you must bundle your code and dependencies into a ZIP file.
This command packages your index.js, package.json, and the entire node_modules directory into function.zip.
Step 6: Deploy to AWS Lambda
Use the AWS CLI to create a new Lambda function or update an existing one. If it's a new function, use:
Replace YOUR_AWS_ACCOUNT_ID with your IAM role's account number. If updating an existing function, use:
Managing Dependencies and Optimizations
Minimize the Function Size
The smaller your Lambda package, the better it performs. Consider these optimizations:
- Use npm scripts in
package.jsonto automate build and packaging tasks. - Exclude unnecessary files using a
.npmignorefile. - Use smaller libraries: Utilize smaller or lightweight libraries if your project allows.
Use Layers
AWS Lambda Layers allow you to package dependencies and share them across multiple functions. Instead of bundling large libraries directly into the function, you can use a Layer. To create a Layer with npm modules:
- Package your dependencies separately:
- Create a Lambda Layer using AWS CLI:
This approach can greatly reduce the size of your deployment package and streamline dependency management.
Summary
Integrating npm modules in AWS Lambda is a straightforward process but involves careful planning, especially if you are dealing with complex dependencies or want to optimize for performance. Here is a simplified table summarizing key steps:
| Key Steps | Description |
| Environment Setup | Install AWS CLI, AWS SDK for JavaScript, Node.js, and npm |
| Project Initialization | Create a new directory and initialize it using npm init |
| Install npm Packages | Use npm install <package_name> to add dependencies |
| Code Implementation | Write your Lambda function and include npm modules |
| Package with Dependencies | Bundle code and node modules into a ZIP with zip -r |
| Deploy Using AWS CLI | Use aws lambda create-function or update-function-code for deployment |
| Optimize Using Layers | Create and use AWS Lambda Layers to manage and minimize deployed package sizes |
By carefully following these steps, utilizing AWS tools, and applying best practices, developers can effectively incorporate npm modules into AWS Lambda functions to both leverage external libraries and maintain optimal performance.
Related reading
- How to log all Cognito User details in API Gateway Cloudwatch
- How to make 10,000 files in S3 public
- How to make a daily back up of my ec2 instance?
- How to make all Objects in AWS S3 bucket public by default?
- How to make a function wait until a callback has been called using node.js
- How to make an app's background image repeat
- how to make AWS api gateway accept http instead of https
- How to make CloudFront never cache index.html on S3 bucket

System Design Fundamentals
Build a strong foundation in designing scalable, reliable distributed systems.
View the courseTrack what you have practised
A free account saves your progress, solutions and study plan across every problem on Codemia.
System Design practice on Codemia
Work through 120+ system design problems with detailed solutions, from rate limiters to multi-region storage.