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fix: restore repo README, add HF Space config in files/README_HF.md #1

fix: restore repo README, add HF Space config in files/README_HF.md

fix: restore repo README, add HF Space config in files/README_HF.md #1

Workflow file for this run

name: CI/CD Crime Predictor
on:
push:
branches: [ main, develop ]
paths: [ 'models/crime_predictor/**' ]
pull_request:
paths: [ 'models/crime_predictor/**' ]
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Setup Python
uses: actions/setup-python@v4
with:
python-version: '3.11'
- name: Install dependencies
run: |
cd models/crime_predictor
pip install -r requirements.txt pytest
- name: Run tests
run: |
cd models/crime_predictor
pytest tests/ -v
- name: Build Docker
run: |
cd models/crime_predictor
docker build -t crime-predictor:test .
deploy-model:
needs: test
runs-on: ubuntu-latest
if: github.ref == 'refs/heads/main'
steps:
- uses: actions/checkout@v4
- name: Train & Deploy Model
env:
MLFLOW_TRACKING_URI: ${{ secrets.MLFLOW_URI }}
run: |
cd models/crime_predictor
pip install -r requirements.txt mlflow
mlflow server --backend-store-uri ./mlruns --default-artifact-root ./mlruns --host 0.0.0.0 --port 5000 &
sleep 10
python train.py --data-url "https://static.data.gouv.fr/.../delinquance.csv"
- name: Push Docker Image
uses: docker/login-action@v3
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Build & Push
run: |
cd models/crime_predictor
docker build -t ghcr.io/${{ github.repository }}/crime-predictor:latest .
docker push ghcr.io/${{ github.repository }}/crime-predictor:latest