AlphaEdge Auto-Retrain Pipeline #15

	name: AlphaEdge Auto-Retrain Pipeline

	on:
	schedule:
	- cron: '0 20 * * 5' # Vendredi 20h UTC
	workflow_dispatch:

	jobs:
	train-and-log:
	runs-on: ubuntu-latest
	timeout-minutes: 45

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

	- name: 🐍 Setup Python 3.11
	uses: actions/setup-python@v5
	with:
	python-version: '3.11'
	cache: 'pip'

	- name: 📦 Install dependencies
	run: \|
	python -m pip install --upgrade pip
	pip install -r requirements.txt

	- name: 🔄 Run ETL (Download & Prepare Data)
	run: python src/pipeline/etl.py
	env:
	PYTHONPATH: .

	- name: 🤖 Retrain & Push to Hugging Face
	run: python src/models/train.py
	env:
	PYTHONPATH: .
	PYTHONUNBUFFERED: 1
	HF_TOKEN: ${{ secrets.HF_TOKEN }}
	MLFLOW_TRACKING_USERNAME: "SORADATA"
	MLFLOW_TRACKING_PASSWORD: ${{ secrets.HF_TOKEN }}

	- name: 📋 Generate job summary
	if: always()
	run: \|
	echo "## AlphaEdge Weekly Retrain" >> $GITHUB_STEP_SUMMARY
	echo "- Status: ${{ job.status }}" >> $GITHUB_STEP_SUMMARY
	echo "- Run date: $(date +'%Y-%m-%d %H:%M UTC')" >> $GITHUB_STEP_SUMMARY

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