Update model.py #17

	name: CI/CD Pipeline for Clustering App

	on:
	push:
	branches:
	- main
	pull_request:
	branches:
	- main

	jobs:
	build:
	runs-on: ubuntu-latest

	steps:
	# Checkout code from the repository
	- name: Checkout code
	uses: actions/checkout@v2

	# Set up Python 3.9 environment
	- name: Set up Python
	uses: actions/setup-python@v2
	with:
	python-version: '3.9'

	# Install system dependencies for building Cython extensions
	- name: Install build dependencies
	run: \|
	sudo apt-get update
	sudo apt-get install -y build-essential

	# Upgrade pip and install build tools
	- name: Upgrade pip and install build tools
	run: \|
	pip install --upgrade pip setuptools wheel

	# Install dependencies from requirements.txt
	- name: Install dependencies
	run: pip install -r requirements.txt

	# Build Docker image
	- name: Build Docker image
	run: docker build -t clustering-app .

	# Push Docker image to DockerHub
	- name: Push Docker image to DockerHub
	run: \|
	echo "${{ secrets.DOCKER_PASSWORD }}" \| docker login -u "${{ secrets.DOCKER_USERNAME }}" --password-stdin
	docker tag clustering-app ${{ secrets.DOCKER_USERNAME }}/clustering-app:latest
	docker push ${{ secrets.DOCKER_USERNAME }}/clustering-app:latest

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