setup.sh

#!/bin/bash
# Setup script for Practical MLOps project
# Usage: bash setup.sh

set -e

echo "🚀 Setup Practical MLOps Project"
echo "=================================="
echo ""

# Check Python version
echo "Checking Python version..."
python3 --version
echo ""

# Create virtual environment
echo "Creating virtual environment..."
if [ ! -d "venv" ]; then
    python3 -m venv venv
    echo "✅ Virtual environment created"
else
    echo "✅ Virtual environment already exists"
fi
echo ""

# Activate virtual environment
echo "Activating virtual environment..."
source venv/bin/activate
echo "✅ Virtual environment activated"
echo ""

# Upgrade pip
echo "Upgrading pip..."
pip install --upgrade pip setuptools wheel
echo "✅ pip upgraded"
echo ""

# Install dependencies
echo "Installing dependencies..."
if [ -f "requirements.txt" ]; then
    pip install -r requirements.txt
    echo "✅ Main dependencies installed"
else
    echo "⚠️  requirements.txt not found"
fi
echo ""

# Install development dependencies
echo "Installing development dependencies..."
pip install -r requirements-dev.txt
echo "✅ Development dependencies installed"
echo ""

# Setup pre-commit
echo "Setting up pre-commit hooks..."
pre-commit install
echo "✅ Pre-commit hooks installed"
echo ""

# Run pre-commit on all files
echo "Running pre-commit on all files..."
pre-commit run --all-files || true
echo "✅ Pre-commit checks completed"
echo ""

echo "=================================="
echo "✅ Setup completed successfully!"
echo ""
echo "Next steps:"
echo "1. Activate venv: source venv/bin/activate"
echo "2. Run tests: pytest tests/ --cov=src/"
echo "3. Start coding!"