Model Testing #14

	name: Model Testing

	on:
	workflow_dispatch: # Manual trigger
	schedule:
	- cron: '0 0 * * 0' # Run weekly on Sunday

	jobs:
	model-training-report:
	runs-on: ubuntu-latest

	steps:
	- name: Checkout code
	uses: actions/checkout@v4

	- name: Set up Python
	uses: actions/setup-python@v4
	with:
	python-version: '3.9'

	- name: Install dependencies
	run: \|
	cd session2/ml-app
	python -m pip install --upgrade pip
	pip install -r requirements.txt

	- name: Train model and generate report
	run: \|
	cd session2/ml-app
	python src/train.py
	echo "Model training completed at $(date)" >> training_report.md
	echo "## Training Results" >> training_report.md
	echo "Model: Logistic Regression" >> training_report.md
	echo "Dataset: Iris" >> training_report.md
	echo "Features: 4" >> training_report.md
	echo "Classes: 3" >> training_report.md
	echo "Project Location: session2/ml-app/" >> training_report.md

	- name: Upload training report
	uses: actions/upload-artifact@v4
	with:
	name: training-report
	path: session2/ml-app/training_report.md
	retention-days: 30

	- name: Upload model artifacts
	uses: actions/upload-artifact@v4
	with:
	name: ml-artifacts
	path: \|
	session2/ml-app/models/
	session2/ml-app/*.png
	retention-days: 30

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