This project is an end-to-end text summarization solution, designed to condense lengthy texts while retaining the essential information. It involves various components and requires a series of updates to configuration files and source code to ensure seamless operation.

• Conda (Miniconda or Anaconda)
• Python 3.8

1. Clone the Repository:

   git clone https://github.com/omid-sar/End_to_End_Text_Summarizer_AWS
   cd End_to_End_Text_Summarizer_AWS

2. Create and Activate a Conda Environment:

   conda create -n summary python=3.8 -y
   conda activate summary

3. Install the Requirements:

   pip install -r requirements.txt

4. Run the Application:

   python app.py

   After running, access the application via your local host and specified port.

Ensure to sequentially update the following components for optimal performance:

1. config.yaml
2. params.yaml
3. Entity configurations
4. Configuration manager in src/config
5. Components
6. Pipeline
7. main.py
8. app.py

• Author: Omid Sar
• Email: [email protected]

This guide provides a comprehensive walkthrough for deploying a Dockerized application on AWS EC2 using Github Actions for continuous integration and continuous deployment (CI/CD).

• AWS Account
• Github Account

• Login: Ensure you are logged into your AWS console.
• Create IAM User: Ensure the user has the following policies:
  • AmazonEC2ContainerRegistryFullAccess
  • AmazonEC2FullAccess
• Create ECR Repository: Note down the URI.

• Create an EC2 Instance: Preferably Ubuntu.
• Install Docker on EC2:
  • Optional: Update and upgrade the system.

    sudo apt-get update -y
    sudo apt-get upgrade

  • Required: Install Docker.

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

• Navigate to your repository's settings.
• Go to Actions > Runners.
• Click "New self-hosted runner" and follow the instructions.

• Navigate to your repository's settings.
• Go to Secrets and add the following:
  • AWS_ACCESS_KEY_ID
  • AWS_SECRET_ACCESS_KEY
  • AWS_REGION
  • AWS_ECR_LOGIN_URI
  • ECR_REPOSITORY_NAME

1. Build Docker Image: Locally or in CI/CD pipeline.
2. Push Docker Image to ECR: Use AWS CLI or Github Actions.
3. Launch EC2 Instance: Ensure it has Docker installed.
4. Pull Docker Image on EC2: Use AWS CLI.
5. Run Docker Container on EC2: Start your application.