PET ADOPTION PREDICTION

Overview

->Predicts whether a pet will be adopted or not

Prerequisites

- Python 3.x - Pip (Python package installer) AWS Account: Ensure you have an active AWS account. -EC2 Key Pair: Create a key pair in your preferred region for SSH access. -Medicine Recommender System: Ensure the application code is ready for deployment. -Domain Name (optional): For a user-friendly URL.

Installation

Clone the repository:

git clone https://github.com/steve601/petadoption.git
cd petadoption

Create a virtual environment and activate it:

python -m venv venv
source venv/bin/activate  # On Windows use `venv\Scripts\activate`

Install the dependencies:
```
pip install -r requirements.txt
```
Run the .py file
```
python petAdopt.py
```

Step-by-Step Deployment Guide

1. Launch EC2 Instance

Login to AWS Console. Navigate to EC2 Dashboard. Launch an Instance: Choose Amazon Linux 2 AMI. Select an instance type (e.g., t2.micro for testing, t2.medium or higher for production). Configure instance details as needed. Add storage (default is typically sufficient). Add tags (optional). Configure security group: Allow SSH (port 22) from your IP. Allow HTTP (port 80) and HTTPS (port 443) from all IPs. Review and Launch: Select the key pair created earlier. *Launch the instance.

2. Connect to EC2 Instance

SSH into the Instance: sh Copy code ssh -i "your-key-pair.pem" ec2-user@your-ec2-public-dns

3. Install Dependencies

Update System Packages:

sh Copy code sudo yum update -y Install Python and Pip:

sh Copy code sudo yum install python3 -y sudo yum install python3-pip -y Install Required Libraries: Navigate to your project directory and install dependencies:

sh Copy code pip3 install -r requirements.txt

4. Configure the Application

Upload Application Code:

Use scp or an SFTP client to upload your application code to the EC2 instance.
Place the code in a suitable directory, e.g., /home/ec2-user/pet-adoption

Environment Variables

Create a .env file or export necessary environment variables.
Ensure sensitive data like database credentials and API keys are secured.

5. Set Up a Web Server

Install Nginx:

sh Copy code sudo amazon-linux-extras install nginx1.12 -y sudo systemctl start nginx sudo systemctl enable nginx Configure Nginx:

Edit the Nginx configuration to reverse proxy to your application. Example configuration for /etc/nginx/nginx.conf: nginx Copy code server { listen 80; server_name your-domain.com;

location / {
    proxy_pass http://127.0.0.1:8000;
    proxy_set_header Host $host;
    proxy_set_header X-Real-IP $remote_addr;
    proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
    proxy_set_header X-Forwarded-Proto $scheme;
}

} Restart Nginx: sh Copy code sudo systemctl restart nginx

6. Start the Application

Run the Application: Navigate to your application directory. Start the application, for example using Gunicorn: sh Copy code gunicorn --workers 3 app:app Ensure the application listens on 127.0.0.1:8000.

7. Security and Monitoring

Set Up Firewall:

Use AWS Security Groups to restrict access. Consider using AWS WAF for additional security. Monitoring:

Enable AWS CloudWatch to monitor system metrics. Set up alarms for critical metrics. Backup and Recovery:

Implement regular backups of your data. Test recovery procedures.