RuchirKadam1729/autograder-miniproj

exam-grader/
├── app.py                    ← Gradio frontend (HF Spaces entry point)
├── src/
│   ├── config.py             ← Centralised config & env vars
│   ├── llm_client.py         ← Groq API client
│   ├── vision.py             ← Florence-2 wrapper
│   ├── synoptic.py           ← Marking-scheme parser
│   ├── extraction.py         ← PDF → answer segments
│   ├── grading.py            ← LLM-based marks awarding
│   └── pipeline.py           ← Orchestrator
├── tests/
├── jenkins/
├── Dockerfile
├── docker-compose.yml        ← SonarQube + Jenkins stack
├── sonar-project.properties
├── Jenkinsfile
└── requirements.txt

pip install -r requirements.txt

export GROQ_API_KEY="gsk_your_key_here"
python app.py
# → open http://localhost:7860

pip install huggingface_hub
huggingface-cli login

python - <<'EOF'
from huggingface_hub import HfApi
api = HfApi()
# Create space (once)
api.create_repo(
    repo_id="YOUR-USERNAME/exam-grader",
    repo_type="space",
    space_sdk="docker",
    exist_ok=True,
)
# Push code
api.upload_folder(
    folder_path=".",
    repo_id="YOUR-USERNAME/exam-grader",
    repo_type="space",
    ignore_patterns=["*.pyc", "__pycache__", ".venv", ".git", "tests"],
)
print("Deployed!")
EOF

docker compose up -d
# SonarQube → http://localhost:9000  (admin/admin)
# Jenkins   → http://localhost:8080

# Generate coverage
pytest tests/ --cov=src --cov-report=xml:coverage.xml

# Set your SonarQube token
export SONAR_TOKEN="sqp_your_token_here"

# Scan
docker compose --profile scan run --rm sonar-scanner