CI/CD Pipeline #27

	name: CI/CD Pipeline

	on:
	push:
	branches:
	- main
	pull_request:
	branches:
	- main
	schedule:
	- cron: '00 12 /15 *'

	jobs:
	build:
	runs-on: ubuntu-latest

	steps:
	- name: Checkout code
	uses: actions/checkout@v2

	- name: Install Python and pip
	run: \|
	sudo apt-get update
	sudo apt-get install -y python3 python3-pip

	- name: Install Docker Engine
	run: \|
	sudo apt-get update
	sudo apt-get install -y apt-transport-https ca-certificates curl software-properties-common
	curl -fsSL https://download.docker.com/linux/ubuntu/gpg \| sudo apt-key add -
	sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable"
	sudo apt-get update
	sudo apt-get install -y docker-ce docker-ce-cli containerd.io

	- name: Install dependencies
	run: \|
	cd regression_problems/predict_real_estate_prices_in_california
	ls
	pip install -r docker/requirements.txt

	- name: Buil model
	run: \|
	ls
	cd regression_problems/predict_real_estate_prices_in_california/software_engineering_data_science
	python main.py
	ls

	- name: Build Docker image
	run: \|
	ls
	cd regression_problems/predict_real_estate_prices_in_california
	docker build -t real_estate_app .

	- name: Push to Docker Hub
	run: \|
	ls
	cd regression_problems/predict_real_estate_prices_in_california
	echo "${{ secrets.DOCKER_HUB_PASSWORD }}" \| docker login --username "${{ secrets.DOCKER_HUB_USERNAME }}" --password-stdin
	docker tag real_estate_app:latest ${{ secrets.DOCKER_HUB_USERNAME }}/real_estate_app:latest
	docker push ${{ secrets.DOCKER_HUB_USERNAME }}/real_estate_app:latest

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