{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Check Environment\n",
    "This notebook checks that you have correctly created the environment and that all packages needed are installed."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Environment\n",
    "\n",
    "The next command should return a line like (Mac/Linux):\n",
    "\n",
    "    /<YOUR-HOME-FOLDER>/anaconda/envs/ztdl/bin/python\n",
    "\n",
    "or like (Windows 10):\n",
    "\n",
    "    C:\\\\<YOUR-HOME-FOLDER>\\\\Anaconda3\\\\envs\\\\ztdl\\\\python.exe\n",
    "\n",
    "In particular you should make sure that you are using the python executable from within the course environment.\n",
    "\n",
    "If that's not the case do this:\n",
    "\n",
    "1. close this notebook\n",
    "2. go to the terminal and stop jupyer notebook\n",
    "3. make sure that you have activated the environment, you should see a prompt like:\n",
    "\n",
    "        (ztdl) $\n",
    "4. (optional) if you don't see that prompt activate the environment:\n",
    "    - mac/linux:\n",
    "    \n",
    "            conda activate ztdl\n",
    "\n",
    "    - windows:\n",
    "\n",
    "            activate ztdl\n",
    "5. restart jupyter notebook"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "sys.executable"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Python 3.7\n",
    "\n",
    "The next line should say that you're using Python 3.7.x from Anaconda. At the time of publication it looks like this (Mac/Linux):\n",
    "\n",
    "    Python 3.7.3 (default, Mar 27 2019, 22:11:17)\n",
    "    [GCC 7.3.0] :: Anaconda, Inc. on linux\n",
    "    Type \"help\", \"copyright\", \"credits\" or \"license\" for more information.\n",
    "\n",
    "or like this (Windows 10):\n",
    "\n",
    "    Python 3.7.3 (default, Apr 24 2019, 15:29:51) [MSC v.1915 64 bit (AMD64)] :: Anaconda, Inc. on win32\n",
    "    Type \"help\", \"copyright\", \"credits\" or \"license\" for more information.\n",
    "\n",
    "but date and exact version of GCC may change in the future.\n",
    "\n",
    "If you see a different version of python, go back to the previous step and make sure you created and activated the environment correctly."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.version"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Jupyter\n",
    "\n",
    "Check that Jupyter is running from within the environment. The next line should look like (Mac/Linux):\n",
    "\n",
    "    /<YOUR-HOME-FOLDER>/anaconda/envs/ztdl/lib/python3.6/site-packages/jupyter.py'\n",
    "\n",
    "or like this (Windows 10):\n",
    "\n",
    "    C:\\\\Users\\\\<YOUR-USER>\\\\Anaconda3\\\\envs\\\\ztdl\\\\lib\\\\site-packages\\\\jupyter.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import jupyter\n",
    "jupyter.__file__"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Other packages\n",
    "\n",
    "Here we will check that all the packages are installed and have the correct versions. If everything is ok you should see:\n",
    "    \n",
    "    Using TensorFlow backend.\n",
    "    \n",
    "    Houston we are go!\n",
    "\n",
    "If there's any issue here please make sure you have checked the previous steps and if it's all good please send us a question in the Q&A forum."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pip\n",
    "import numpy\n",
    "import jupyter\n",
    "import matplotlib\n",
    "import sklearn\n",
    "import scipy\n",
    "import pandas\n",
    "import PIL\n",
    "import seaborn\n",
    "import tensorflow\n",
    "\n",
    "\n",
    "def check_version(pkg, version):\n",
    "    actual = pkg.__version__.split('.')\n",
    "    if len(actual) == 3:\n",
    "        actual_major = '.'.join(actual[:2])\n",
    "    elif len(actual) == 2:\n",
    "        actual_major = '.'.join(actual)\n",
    "    else:\n",
    "        raise NotImplementedError(pkg.__name__ +\n",
    "                                  \"actual version :\"+\n",
    "                                  pkg.__version__)\n",
    "    try:\n",
    "        assert(actual_major == version)\n",
    "    except Exception as ex:\n",
    "        print(\"{} {}\\t=> {}\".format(pkg.__name__,\n",
    "                                    version,\n",
    "                                    pkg.__version__))\n",
    "        raise ex\n",
    "\n",
    "check_version(pip, '21.0')\n",
    "check_version(numpy, '1.19')\n",
    "check_version(matplotlib, '3.3')\n",
    "check_version(sklearn, '0.24')\n",
    "check_version(scipy, '1.6')\n",
    "check_version(pandas, '1.2')\n",
    "check_version(PIL, '8.2')\n",
    "check_version(seaborn, '0.11')\n",
    "check_version(tensorflow, '2.5')\n",
    "\n",
    "print(\"Houston we are go!\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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