Data Prep #4

	# Train model, evaluate and test champion model, build containerized model, and deploy model
	name: Data Prep

	on:
	workflow_dispatch:
	# schedule:
	# - cron: '00 4 * * *' # Runs at 4:00 AM UTC every day

	jobs:
	data_prep:
	runs-on: ubuntu-latest

	steps:
	# Checks-out repository under $GITHUB_WORKSPACE, so the job can access it
	# Use cache action to cache the virtual environment (https://stackoverflow.com/a/62639424)
	- uses: actions/checkout@v4

	- name: Set up Python 3.10.*
	uses: actions/setup-python@v4
	with:
	python-version: 3.10.*

	- name: Get pip cache dir
	id: pip-cache
	run: echo "PIP_CACHE_DIR=$(pip cache dir)" >> $GITHUB_ENV

	# Use cache action to cache the virtual environment
	- name: Cache pip dependencies
	uses: actions/cache@v3
	with:
	path: ${{ env.PIP_CACHE_DIR }}
	key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
	restore-keys: \|
	${{ runner.os }}-pip-

	- name: Install dependencies
	run: \|
	make install

	- name: Add project path to sys.path
	run: \|
	echo "PYTHONPATH=${{github.workspace}}" >> $GITHUB_ENV

	- name: Prepare data
	run: \|
	make prep_data

	- name: Setup Feast
	run: \|
	make setup_feast

	- name: Split data
	run: \|
	make split_data

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