#!/bin/bash

set -e

VENV_DIR=".venv"

# 1. Create venv if needed
if [[ ! -d "$VENV_DIR" ]]; then
  echo "Creating virtual environment..."
  python3 -m venv "$VENV_DIR"
fi

# 2. Activate venv
source "$VENV_DIR/bin/activate"

# 3. Install dependencies (lightweight, safe to re-run)
echo "Installing dependencies..."
pip install --upgrade pip
pip install pandas numpy matplotlib seaborn pillow scikit-learn
pip install install "tensorflow[and-cuda]"
pip install --upgrade kagglehub[pandas-datasets,hf-datasets]

python3 skin_cancer_classification.py
echo "Done."