hp-tuning #8

	name: hp-tuning

	on:
	pull_request:
	branches: main
	workflow_dispatch:
	inputs:
	PROJECT_NAME:
	description: 'Name of the project'
	required: true
	default: 'cicd-ai'
	workflow_run:
	workflows: ["CI"]
	types:
	- completed

	permissions: write-all

	jobs:
	hp_tune:
	runs-on: ubuntu-latest
	if: startsWith(github.head_ref, 'hp_tune/')
	steps:
	- name: Checkout
	uses: actions/checkout@v3

	- name: Printout project name env
	run: echo $PROJECT_NAME >> $GITHUB_ENV

	- name: Setup Python
	uses: actions/setup-python@v4
	with:
	python-version: 3.12

	- name: Setup DVC
	uses: iterative/setup-dvc@v1

	- name: Setup CML
	uses: iterative/setup-cml@v1

	- name: Install dependencies
	run: \|
	pipx install poetry
	poetry install

	- name: Run DVC pipeline
	run: \|
	poetry run dvc repro -f hp_tune

	- name: Create training branch
	env:
	REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	run: \|
	# Finish the create pull request command
	cml pr create \
	--user-email hp-bot@cicd.ai \
	--user-name HPBot \
	--message "HP tuning" \
	# Write the new head branch name
	--branch train/${{ github.sha }} \
	# Write the target branch name
	--target-branch main \
	# Commit the hyperparameter job output file
	config/hyperparameters.json

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