Update cml.yaml #20

	name: model-training
	on: [push]
	jobs:
	run:
	runs-on: ubuntu-latest
	steps:
	- uses: actions/checkout@v3
	- uses: actions/setup-python@v4
	- uses: iterative/setup-cml@v1
	- name: Set up Python environment
	run: \|
	python -m venv venv
	source venv/bin/activate
	pip install --upgrade pip
	pip install -r Streamlit/requirements.txt

	- name: Train model
	run: \|
	source venv/bin/activate
	python Streamlit/train.py

	- name: Create report.md
	run: \|
	cat Streamlit/results.txt > Streamlit/report.md
	echo "![](Streamlit/feature_importance.png)" >> Streamlit/report.md
	echo "![](Streamlit/residuals.png)" >> Streamlit/report.md

	- name: Commit results and report
	run: \|
	git config --global user.name "github-actions[bot]"
	git config --global user.email "github-actions[bot]@users.noreply.github.com"
	git add Streamlit/results.txt
	git add Streamlit/report.md
	git add Streamlit/feature_importance.png
	git add Streamlit/residuals.png
	git commit -m "Add model results and report"
	git push

	- name: Create CML Report
	env:
	GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	run: \|
	source venv/bin/activate
	cml comment create Streamlit/report.md --token ${{ secrets.GITHUB_TOKEN }}

	# Optional: Disable workflow after initial run
	- name: Disable workflow
	run: gh workflow disable model-training
	continue-on-error: true
	env:
	GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

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