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Deployment Guide

1. Login to AWS Console

Start by logging into the AWS Management Console.

2. Create IAM User for Deployment

Create an IAM user with specific access permissions:

  • EC2 Access: Allows access to virtual machines.
  • S3 Bucket: Allows storing artifacts and models.
  • ECR (Elastic Container Registry): Allows saving Docker images in AWS.

IAM Policy Attachments

Attach the following policies to the IAM user:

  1. AmazonEC2ContainerRegistryFullAccess
  2. AmazonEC2FullAccess
  3. AmazonS3FullAccess

3. Create an S3 Bucket

  • Region: ap-south-1
  • Bucket Name: scania-sensor-pipeline

4. ECR Repository

Create an ECR repository to store/save Docker images:

  • ECR Repository URI: 566373416292.dkr.ecr.ap-south-1.amazonaws.com/sensor-fault

5. EC2 Machine Setup

Create an EC2 machine with Ubuntu.

6. Install Docker on EC2 Machine

Open your EC2 instance and install Docker:

Optional

sudo apt-get update -y
sudo apt-get upgrade
curl -fsSL https://get.docker.com -o get-docker.sh
sudo sh get-docker.sh
sudo usermod -aG docker ubuntu
newgrp docker

Configure EC2 as Self-Hosted Runner

Configure EC2 as a self-hosted runner for GitHub Actions:

Go to Settings > Actions > Runners. Click on New self-hosted runner. Choose the operating system. Follow the provided commands to complete the setup.

Setup GitHub Secrets

Add the following secrets to your GitHub repository:

Setup GitHub Secrets

AWS_ACCESS_KEY_ID: Your AWS access key. AWS_SECRET_ACCESS_KEY: Your AWS secret access key. AWS_REGION: ap-south-1 AWS_ECR_LOGIN_URI: 566373416292.dkr.ecr.ap-south-1.amazonaws.com ECR_REPOSITORY_NAME: sensor-fault MONGO_DB_URL: mongodb+srv://avnish:Aa327030@cluster0.or68e.mongodb.net/admin?authSource=admin&replicaSet=atlas-desfdx-shard-0&w=majority&readPreference=primary&appname=MongoDB%20Compass&retryWrites=true&ssl=true

Deployment Description Follow these steps for deployment:

Build Docker Image: Build a Docker image of your source code. Push Docker Image to ECR: Push the Docker image to the ECR repository. Launch EC2 Instance: Start your EC2 instance. Pull Docker Image on EC2: Pull the Docker image from ECR to your EC2 instance. Launch Docker Image on EC2: Run your Docker image on the EC2 instance.