web app #80

	name: train-model
	on:
	push:
	paths:
	- "data/**"
	- "src/**"
	- "params.yaml"
	- "dvc.*"
	jobs:
	train-model:
	runs-on: ubuntu-latest
	environment: cloud
	permissions:
	contents: read
	id-token: write
	steps:
	- uses: actions/checkout@v3
	with:
	ref: ${{ github.event.pull_request.head.sha }}
	- uses: iterative/setup-cml@v1
	- uses: actions/setup-python@v2
	with:
	python-version: "3.10"
	- uses: actions/setup-node@v1
	with:
	node-version: '16'
	- name: SetupGitUser
	run: cml ci
	env:
	REPO_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
	- name: TrainModel
	env:
	REPO_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
	AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
	AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
	run: \|
	pip install -r requirements.txt
	dvc pull
	dvc exp run
	dvc push
	# Create CML report
	echo "## Metrics" >> report.md
	dvc metrics show --md >> report.md
	echo "## Feature Importances" >> report.md
	csv2md reports/feat_imp.csv >> report.md
	echo "## Confusion Matrix" >> report.md
	echo '![](reports/figures/cm.png)' >> report.md
	cml comment create report.md

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