test_environment.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from __future__ import print_function\n",
    "from packaging.version import parse as Version\n",
    "from platform import python_version\n",
    "\n",
    "OK = '\\x1b[42m[ OK ]\\x1b[0m'\n",
    "FAIL = \"\\x1b[41m[FAIL]\\x1b[0m\"\n",
    "\n",
    "try:\n",
    "    import importlib\n",
    "except ImportError:\n",
    "    print(FAIL, \"Python version 3.12 is required,\"\n",
    "                \" but %s is installed.\" % sys.version)\n",
    "\n",
    "def import_version(pkg, min_ver, fail_msg=\"\"):\n",
    "    mod = None\n",
    "    try:\n",
    "        mod = importlib.import_module(pkg)\n",
    "        if pkg in {'PIL'}:\n",
    "            ver = mod.VERSION\n",
    "        else:\n",
    "            ver = mod.__version__\n",
    "        if Version(ver) == Version(min_ver):\n",
    "            print(OK, \"%s version %s is installed.\"\n",
    "                  % (lib, min_ver))\n",
    "        else:\n",
    "            print(FAIL, \"%s version %s is required, but %s installed.\"\n",
    "                  % (lib, min_ver, ver))    \n",
    "    except ImportError:\n",
    "        print(FAIL, '%s not installed. %s' % (pkg, fail_msg))\n",
    "    return mod\n",
    "\n",
    "\n",
    "# first check the python version\n",
    "pyversion = Version(python_version())\n",
    "\n",
    "if pyversion >= Version(\"3.12.5\"):\n",
    "    print(OK, \"Python version is %s\" % pyversion)\n",
    "elif pyversion < Version(\"3.12.5\"):\n",
    "    print(FAIL, \"Python version 3.12.5 is required,\"\n",
    "                \" but %s is installed.\" % pyversion)\n",
    "else:\n",
    "    print(FAIL, \"Unknown Python version: %s\" % pyversion)\n",
    "\n",
    "    \n",
    "print()\n",
    "requirements = {'numpy': \"1.26.4\", 'matplotlib': \"3.9.2\",'sklearn': \"1.5.1\", \n",
    "                'pandas': \"2.2.2\",'xgboost': \"2.1.1\", 'shap': \"0.45.1\", \n",
    "                'plotly': \"5.23.0\"}\n",
    "\n",
    "# now the dependencies\n",
    "for lib, required_version in list(requirements.items()):\n",
    "    import_version(lib, required_version)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}