Using GenAI to Generate Steps for Lambda Deployment

Before deploying a Node.js application to AWS Lambda via a Jenkins pipeline, it is essential to modify the application for Lambda compatibility. Originally built and deployed on AWS EC2 using Docker and later on Kubernetes, the application requires adjustments in its business logic to work as a Lambda function. For a detailed understanding of these changes, please refer to the official AWS Lambda documentation. Alternatively, if you need a quick overview and would like to generate a Jenkins pipeline automatically, leveraging GenAI tools like GitHub Copilot in Action can be very beneficial. Below is a series of questions and answers generated with GenAI that illustrate how to adapt your Node.js application for AWS Lambda deployment.

1. Steps to Deploy a Node.js Application to AWS Lambda Using a Jenkins Pipeline

The following steps outline the key actions involved:

Setup AWS Environment
Ensure you have an active AWS account to deploy your Lambda function.

The image shows a webpage with instructions for deploying a Node.js app to AWS Lambda using a Jenkins pipeline, including steps for setting up an AWS environment and creating a Node.js application.

Prepare the Node.js Application
Even if your application is ready, make sure to install all necessary dependencies.
Package Your Application
Package your application into a zip file for upload. For example:
zip -r my-node-app.zip index.js node_modules

Deploy to AWS Lambda
Create a Lambda function using the AWS CLI, ensuring you specify the correct IAM role:

aws lambda create-function --function-name my-node-app --zip-file fileb://my-node-app.zip --handler index.handler --runtime nodejs14.x --role arn:aws:iam::<your-account-id>:role/<your-role-name>

Configure Jenkins Pipeline
In Jenkins, set up multiple stages including dependency installation, unit testing, packaging, and deployment. Consider installing plugins like Git and AWS Lambda to facilitate the process.

2. Addressing Lambda or Serverless Dependencies in the Node.js Application

When adapting your Node.js application for Lambda, you will often need to include additional dependencies. GenAI recommends adding packages such as serverless and serverless-http along with Express. You can install these dependencies using:

npm install -g serverless
npm install serverless-http
npm install express

A typical project initialization might look like this:

npm init -y
npm install express serverless-http

And your modified app.js file should be structured as follows:

const express = require('express');
const serverless = require('serverless-http');

const app = express();

app.get('/', (req, res) => {
  res.send('Hello, AWS Lambda!');
});

module.exports.handler = serverless(app);

Additionally, a sample serverless.yml configuration file might be:

service: my-node-app
provider:
  name: aws
  runtime: nodejs14.x
  region: us-east-1

The serverless-http library wraps your Express application and adapts it for AWS Lambda’s event-driven architecture.

The image shows a webpage with instructions on using Node.js and AWS Lambda, specifically detailing how to export a handler function using the serverless-http library. It includes explanations of module.exports, handler, and serverless(app).

3. Modifying the app.js File for Lambda Compatibility

To ensure your application is compatible with AWS Lambda, you need to export the handler using the serverless-http library. This change adapts your Express routes to work within the event-driven model of Lambda. Update your app.js file as shown:

const express = require('express');
const serverless = require('serverless-http');
const app = express();

app.get('/', (req, res) => {
    res.send('Hello, AWS Lambda!');
});

module.exports.handler = serverless(app);

4. Updating a Lambda Function Using the AWS CLI

When updating your Lambda function’s code, you can use the AWS CLI command update-function-code. Based on where your deployment package is stored, you have three options:

Update directly with a zip file:

aws lambda update-function-code --function-name my-function --zip-file fileb://my-function.zip

Update from an S3 bucket:

aws lambda update-function-code --function-name my-function --s3-bucket my-bucket --s3-key my-function.zip

Update and publish the new version:

aws lambda update-function-code --function-name my-function --zip-file fileb://my-function.zip --publish

5. Retrieving the Lambda Function URL

After deployment, you can retrieve the function URL by running the following command:

aws lambda get-function-url-config --function-name my-function

This command returns the URL used to invoke your Lambda function.

The image shows a webpage with instructions on setting up a Jenkins pipeline and testing and monitoring AWS Lambda functions. It includes steps for installing Jenkins, configuring build steps, and using AWS tools for testing and monitoring.

6. Summary and Final Commands

The key steps for deploying a Node.js application to AWS Lambda using a Jenkins pipeline include:

Installing necessary dependencies (Express, serverless-http, etc.)
Packaging your application into a zip file
Exporting a Lambda-compatible handler from your application
Updating the function code using AWS CLI commands
Retrieving and testing your deployed Lambda function

Below is a consolidated example of commands you might execute:

# Install dependencies
npm install
npm init -y
npm install express serverless-http

# Package the application
zip -r my-node-app.zip index.js node_modules

# Update Lambda function using a local zip file
aws lambda update-function-code --function-name my-function --zip-file fileb://my-node-app.zip

# Alternatively, update using an S3 bucket
aws s3 cp my-node-app.zip s3://my-bucket/my-node-app.zip
aws lambda update-function-code --function-name my-function --s3-bucket my-bucket --s3-key my-node-app.zip

# Retrieve function URL configuration
aws lambda get-function-url-config --function-name my-function

For a brief modification of your application code to ensure Lambda compatibility, you can use:

const express = require('express');
const serverless = require('serverless-http');

const app = express();

app.get('/', (req, res) => {
  res.send('Hello, AWS Lambda!');
});

module.exports.handler = serverless(app);

Additionally, to adjust the app.js file if needed, you might run:

# Example commands to comment out local server startup code
sed -i 's/app\.listen(3000/\/\/ app.listen(3000/' app.js
sed -i 's/module.exports = app;/\/\/ module.exports = app;/' app.js

In the next session, these commands will be executed manually to validate the deployment process. Subsequent automation will be implemented using a Jenkins pipeline.

Thank you for following this lesson on using GenAI to streamline Lambda deployment via a Jenkins pipeline.

Setting Up CI Pipeline

Code Quality and Testing

Containerization and Deployment

Kubernetes and GitOps

AWS Lambda and Advanced Deployment Techniques

Jenkins Administration and Monitoring

Introduction

Understand the NodeJS Application

Using GenAI to Generate Steps for Lambda Deployment

1. Steps to Deploy a Node.js Application to AWS Lambda Using a Jenkins Pipeline

2. Addressing Lambda or Serverless Dependencies in the Node.js Application

3. Modifying the app.js File for Lambda Compatibility

4. Updating a Lambda Function Using the AWS CLI

5. Retrieving the Lambda Function URL

6. Summary and Final Commands

Watch Video

​1. Steps to Deploy a Node.js Application to AWS Lambda Using a Jenkins Pipeline

​2. Addressing Lambda or Serverless Dependencies in the Node.js Application

​3. Modifying the app.js File for Lambda Compatibility

​4. Updating a Lambda Function Using the AWS CLI

​5. Retrieving the Lambda Function URL

​6. Summary and Final Commands

Watch Video

1. Steps to Deploy a Node.js Application to AWS Lambda Using a Jenkins Pipeline

2. Addressing Lambda or Serverless Dependencies in the Node.js Application

3. Modifying the app.js File for Lambda Compatibility

4. Updating a Lambda Function Using the AWS CLI

5. Retrieving the Lambda Function URL

6. Summary and Final Commands