An_Identiconizer_generator_implementation_in_Python.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# An Identiconizer generator implementation in Python\n",
    "\n",
    "This small notebook implements a generator of small square icons like the ones in GitHub, as [implemented by identicon.js](https://github.com/stewartlord/identicon.js#identiconjs)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import random\n",
    "import numpy as np\n",
    "from matplotlib.colors import hsv_to_rgb\n",
    "from PIL import Image as PILImage, ImageDraw as PILImageDraw"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The watermark extension is already loaded. To reload it, use:\n",
      "  %reload_ext watermark\n",
      "2017-11-26T12:04:33+01:00\n",
      "\n",
      "CPython 3.6.3\n",
      "IPython 6.2.1\n",
      "\n",
      "compiler   : GCC 7.2.0\n",
      "system     : Linux\n",
      "release    : 4.13.0-17-generic\n",
      "machine    : x86_64\n",
      "processor  : x86_64\n",
      "CPU cores  : 4\n",
      "interpreter: 64bit\n",
      "Lilian Besson (Naereen) \n",
      "\n",
      "numpy 1.13.3\n",
      "matplotlib 2.1.0\n",
      "PIL 4.3.0\n"
     ]
    }
   ],
   "source": [
    "%load_ext watermark\n",
    "%watermark\n",
    "%watermark -a \"Lilian Besson (Naereen)\" -p numpy,matplotlib,PIL"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## First try"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def identicon(hashval=None,\n",
    "              size=256,\n",
    "              margin=0.11,\n",
    "              foreground=(255,0,0,255),\n",
    "              background=(240,240,240,255),\n",
    "              saturation=0.7,\n",
    "              brightness=0.5,\n",
    "              xsym=True,\n",
    "    ):\n",
    "    if hashval is not None:\n",
    "        if isinstance(hashval, str):\n",
    "            hashval = abs(hash(hashval))\n",
    "        random.seed(int(hashval))\n",
    "\n",
    "    hue = random.random()\n",
    "    foreground = tuple(np.array(hsv_to_rgb([hue, saturation, brightness]) * 256, dtype=int)) \n",
    "\n",
    "    border = int(size * margin)\n",
    "    ampl = size - 2 * border\n",
    "    def cropfirst(x):\n",
    "        return max(border, min(border + x, size - border))\n",
    "    def cropsecond(x):\n",
    "        return max(border, min(size - border - x, size - border))\n",
    "\n",
    "    # make a blank image\n",
    "    im = PILImage.new('RGBA', (size,size), background)    \n",
    "    # get a drawing context\n",
    "    d = PILImageDraw.Draw(im)\n",
    "\n",
    "    def rect(xy):\n",
    "        x1, y1, x2, y2 = xy\n",
    "        r1 = (cropfirst(x1), cropfirst(y1), cropfirst(x2), cropfirst(y2))\n",
    "        if xsym:\n",
    "            r2 = (cropsecond(x1), cropfirst(y1), cropsecond(x2), cropfirst(y2))\n",
    "        else:\n",
    "            r2 = (cropfirst(x1), cropsecond(y1), cropfirst(x2), cropsecond(y2))\n",
    "        d.rectangle(r1, fill=foreground)\n",
    "        d.rectangle(r2, fill=foreground)\n",
    "\n",
    "    nbrectangle = random.randint(4, 8)\n",
    "    for i in range(nbrectangle):\n",
    "        x1, y1 = [random.randint(0, ampl) for _ in range(2)]\n",
    "        dx, dy = [random.randint(ampl // 8, ampl // 2) for _ in range(2)]\n",
    "        dirx, diry = [random.choice([+1, -1]) for _ in range(2)]\n",
    "        rect((x1, y1, x1 + dirx * dx, y1 + diry * dy))\n",
    "    return im"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "im = identicon()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQAAAAEACAYAAABccqhmAAADpklEQVR4nO3dwW3CQBBA0ThyTfTE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\nfQCc0Ta1wHXexQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51F77E240>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "im"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Second try"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "from itertools import product"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "def identicon2(hashval=None,\n",
    "              size=256,\n",
    "              nbsquares=5,\n",
    "              margin=0.09,\n",
    "              foreground=(255,0,0,255),\n",
    "              background=(240,240,240,255),\n",
    "              saturation=0.7,\n",
    "              brightness=0.5,\n",
    "              xsym=True,\n",
    "    ):\n",
    "    if hashval is not None:\n",
    "        if isinstance(hashval, str):\n",
    "            hashval = abs(hash(hashval))\n",
    "        random.seed(int(hashval) % 1<<28)\n",
    "        np.random.seed(int(hashval) % 1<<28)\n",
    "\n",
    "    hue = random.random()\n",
    "    foreground = tuple(np.array(hsv_to_rgb([hue, saturation, brightness]) * 256, dtype=int)) \n",
    "\n",
    "    border = int(size * margin)\n",
    "    ampl = size - 2 * border\n",
    "    size_square = ampl // nbsquares \n",
    "\n",
    "    def cropfirst(x):\n",
    "        return max(border, min(border + x, size - border))\n",
    "    def cropsecond(x):\n",
    "        return max(border, min(size - border - x, size - border))\n",
    "\n",
    "    # make a blank image\n",
    "    im = PILImage.new('RGBA', (size,size), background)    \n",
    "    # get a drawing context\n",
    "    d = PILImageDraw.Draw(im)\n",
    "\n",
    "    def rect(xy, xsym=xsym):\n",
    "        x1, y1, x2, y2 = xy\n",
    "        r1 = (cropfirst(x1), cropfirst(y1), cropfirst(x2), cropfirst(y2))\n",
    "        if xsym:\n",
    "            r2 = (cropsecond(x1), cropfirst(y1), cropsecond(x2), cropfirst(y2))\n",
    "        else:\n",
    "            r2 = (cropfirst(x1), cropsecond(y1), cropfirst(x2), cropsecond(y2))\n",
    "        d.rectangle(r1, fill=foreground)\n",
    "        d.rectangle(r2, fill=foreground)\n",
    "\n",
    "    nbrectangle = random.randint(5, nbsquares * (nbsquares // 2 + 1) - 2)\n",
    "    possible_coordinates = [(x, y) for (x, y) in product(range(nbsquares), range(nbsquares // 2 + 1))]\n",
    "    for i in np.random.choice(len(possible_coordinates), size=nbrectangle, replace=False):\n",
    "        y, x = possible_coordinates[i]\n",
    "        rect((x * size_square, y * size_square, (x+1) * size_square, (y+1) * size_square))\n",
    "    return im"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "im = identicon2()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQAAAAEACAYAAABccqhmAAADhUlEQVR4nO3XUW3EMBBAwaYKphAJ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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51F77E828>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "im"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Tests"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This second implementation is better: it is deterministic, when given a string or a hash:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQAAAAEACAYAAABccqhmAAADbklEQVR4nO3WQW3EUBAFwTgKJuPy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\nEPYNgtkdPS7iIE8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51F747A58>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQAAAAEACAYAAABccqhmAAADbklEQVR4nO3WQW3EUBAFwTgKJuPy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\nEPYNgtkdPS7iIE8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51F747B00>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for _ in range(2):\n",
    "    im = identicon2(\"Naereen\")\n",
    "    im"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And every parameter can be changed and tuned."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAYAAADDPmHLAAABlklEQVR4nO3dwQ2CQBBAUTDWZBUW\nYykWYxVWQwfaAhjIBv97Z2Pm8DOnCTsvy/KZyLqMHoCxBBAngDgBxAkgTgBxAogTQJwA4gQQd93y\n4+f9dsgQj9d71/87as5pOs+sa+e0AeIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogT\nQJwA4gQQJ4A4AcRtOgo9ypFHnHs706xr2ABxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeA\nOAHECSBOAHECiBNAnADiBBA3j3417N+ubH+x9+dnt7AB4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeA\nOAHECSBOAHECiBNAnADiBBAngLhNN4Hu987D8/GsIoA4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBO\nAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBO\nAHECiBNAnADiBBAngLjhz8czlg0QJ4A4AcQJIE4AcQKIE0CcAOIEECeAuC8YfSFhxCJjEwAAAABJ\nRU5ErkJggg==\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=128x128 at 0x7FC51F747940>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAYAAADDPmHLAAABhklEQVR4nO3cwQnCQBBAUSPWZF0e\nLcGjdVnNdhBbiJBlkf9eAcsQPnMaso0x9gtZ19UDsJYA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeA\nOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcbfVA9zfrynvfh7P\n09/8p1mPsgHiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHE/XQU\nOusosm7Gdz16aGoDxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBOAHEC\niFv+p9BZHLAeYwPECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKI\nE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIG4bY+yr\nh2AdGyBOAHECiBNAnADiBBAngDgBxAkgTgBxX+DTFD9kupSOAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=128x128 at 0x7FC51F777EF0>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAYAAADDPmHLAAABlklEQVR4nO3dUW1CQRBA0b4GTbVQ\nO0jBDhZQsw6oBV7CZlLuOQaYkJv5muw71lrPL7K+pwdglgDiBBAngDgBxAkgTgBxAogTQJwA4i7T\nA9x+fqdHGHd93Md+2waIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA\n4gQQJ4C44xMfiNh5aTx5wbuDDRAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIE\nECeAOAHEnXopdNet3afd2Z0x/Z/aAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJ\nIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJ\nIE4AcadeCt1l59e+3+0/zfoKGyBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJ\nIE4AcQKIE0CcAOKOtdZzegjm2ABxAogTQJwA4gQQJ4A4AcQJIE4AcQKI+wP/xBqLeOhHHAAAAABJ\nRU5ErkJggg==\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=128x128 at 0x7FC51F777438>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAYAAADDPmHLAAABpElEQVR4nO3dQW3DQBBAUacKphIq\ngUIJgRIKGjNoKdhSRlvnv3e2rDl8rS+r8W3f99+NrI/VA7CWAOIEECeAOAHECSBOAHECiBNAnADi\n7mce/vx6jAzx/Pl+6fum5ty268x6dE4nQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBO\nAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBO\nAHECiBNA3KlNoVMmN3u+2pVmPeK2+q9hq1elnnGlWY/yCYgTQJwA4gQQJ4A4AcQJIE4AcQKIE0Cc\nAOIEECeAOAHECSBOAHECiBNAnADi/sWl0AnvdnlzihMgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKI\nE0CcAOIEECeAOAHECSBOAHECiBNAnADilm8KnTB5I3jlVs8JToA4AcQJIE4AcQKIE0CcAOIEECeA\nOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxb3kplOOcAHECiBNAnADiBBAngDgBxAkgTgBxAoj7\nA7KXJbrOBAHUAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=128x128 at 0x7FC51F777F60>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAYAAADDPmHLAAABiklEQVR4nO3d0QnCMBRAUSudybkE\n5xCcy2myQV2hQkvQe84A4X1c3ldIljHGdiHrOnsA5hJAnADiBBAngDgBxAkgTgBxAogTQNw6e4Db\n83XKue/H/fAzf2nWvWyAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJ\nIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4C45ZtP\no856KZPj7X191AaIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQ\nJ4C4dfYAZ9l7K/Yb/3gr2gaIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogT\nQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAohb\nxhjb7CGYxwaIE0CcAOIEECeAOAHECSBOAHECiBNA3Af8dBhv0fi3FwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=128x128 at 0x7FC51F747A58>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAYAAADDPmHLAAABj0lEQVR4nO3dQQ0CMRBAUZagCV04\nIDhAF2rqADRwaCbZ/56BbTY/c2qmx1rreyHrOn0AZgkgTgBxAogTQJwA4gQQJ4A4AcQJIO42fYD3\n6z59hHGP52fs2yZAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeA\nOAHEHRZEtJkAcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQNxfm0J3\nbfWc3JQ5bfqfmgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADi\nxp+P32Hnk/Rnu8BqAsQJIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBx\nAogTQNwpbwWf7ebuTiZAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIE\nECeAuGOt9Z0+BHNMgDgBxAkgTgBxAogTQJwA4gQQJ4A4AcT9AJtbGixoXt5QAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=128x128 at 0x7FC51F7478D0>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAYAAADDPmHLAAABjUlEQVR4nO3cQQ3CQBBAUUrQhA6k\nIAUp6EDNOigSCIfNQv9756aZND9zmnQbY+wnss6rB2AtAcQJIE4AcQKIE0CcAOIEECeAOAHECSBO\nAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIu3zx8vT2mDPF6\n3qe89x+s/qY2QJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngLiv\njkJnmXUYyWc2QJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgB\nxP3EVfAMM34/e8TrZRsgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBOAHEC\niDvsTeAR7/dmsAHiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHE\nCSBuG2Psq4dgHRsgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcW+9RRPRzATQgAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=128x128 at 0x7FC51F777A90>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAYAAADDPmHLAAABk0lEQVR4nO3csQ3CQBQFQYyoiYye\nKIWeyKjmOoAWbAnrZO9M7OCC1Y+evIwxvheyrrMfwFwCiBNAnADiBBAngDgBxAkgTgBxAoi7bfn4\ndX/s9Q7+7Pl5r/rOBYgTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADi\nBBAngLhNq+AjWbuK3eKMq2gXIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkg\nTgBxAog77SbwjPu9PbgAcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogT\nQJwA4gQQt4wxvjMfYL27z19N13IB4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNA\nnADiBBAngLhNm0D7veNYuzN0AeIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA\n4gQQJ4A4AcQJIG76n0KZywWIE0CcAOIEECeAOAHECSBOAHECiBNA3A9yBx1CC6cjgwAAAABJRU5E\nrkJggg==\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=128x128 at 0x7FC51F7779B0>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAYAAADDPmHLAAABr0lEQVR4nO3dwU3DMBiAURcxE1dW\nYpSuxJVpsgGsEEu1TPK9d64qN/3kXH7Zj+M4fgdZb7sXwF4CiBNAnADiBBAngDgBxAkgTgBxAoh7\nn/nw8+NzySK+fr6XfO8V7H6mdoA4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAn\ngDgBxAkgTgBxU0OhV7Fq0HKM+w2wTgVwtx//H+x+pl4BcQKIE0CcAOIEECeAOAHECSBOAHECiBNA\nnADiBBAngDgBxAkgTgBxAogTQNxj5tKolcOWvJaTQjlFAHECiBNAnADiBBAngDgBxAkgTgBxAogT\nQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOKmpoJXWDVpvOIEziut9Sw7QJwA4gQQJ4A4AcQJIE4AcQKI\nE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBB3y+vjx3Cq6Vnbh0JXWPnn777u/dW8AuIEECeAOAHE\nCSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcTdciiU8+wAcQKIE0CcAOIEECeA\nOAHECSBOAHECiPsDBD0uCqCnNf8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=128x128 at 0x7FC51F747A58>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAYAAADDPmHLAAABhElEQVR4nO3cQQ0CQRAAQY6cJgSg\nCCkoQgBq1gGo2ExyXWVg59GZ12SPtdbvRtZ9egBmCSBOAHECiBNAnADiBBAngDgBxAkg7pwe4Pl+\nTI8w7vP6jr1tA8QJIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogT\nQNxxxQ8idl4aT17w7mADxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAOAHECSBO\nAHHjN4F+CvVTKIMEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJ\nIO6cHmCXHZe2V7xgtgHiBBAngDgBxAkgTgBxAogTQJwA4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeA\nOAHEjX8VyywbIE4AcQKIE0CcAOIEECeAOAHECSBOAHECiBNAnADiBBAngDgBxAkgTgBxAogTQJwA\n4gQQJ4A4AcQJIE4AcQKIE0CcAOIEECeAuD+qKBw9NL8E8gAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=128x128 at 0x7FC51F7478D0>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for _ in range(10):\n",
    "    im = identicon2(size=128)\n",
    "    im"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "mylist = [identicon2() for _ in range(10)]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## List of vignettes\n",
    "\n",
    "Let's use [this technique](https://carreau.github.io/posts/29-JupyterCon-DisplayProtocol.ipynb.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "import base64\n",
    "\n",
    "from IPython.display import Image\n",
    "from IPython.display import HTML\n",
    "\n",
    "def tag_from_data(data, size='100%'):\n",
    "    return (\n",
    "        '''<img\n",
    "             style=\"display:inline;\n",
    "                    width:{1};\n",
    "                    max-width:400px;\n",
    "                    padding:10px;\n",
    "                    margin-top:14px\"\n",
    "             src=\"data:image/png;base64,{0}\"\n",
    "           />\n",
    "           ''').format(''.join(base64.encodebytes(data).decode().split('\\n')), size)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "import io\n",
    "\n",
    "def im2bytes(im):\n",
    "    buffer = io.BytesIO()\n",
    "    im.save(buffer, format=\"png\")\n",
    "    return buffer.getvalue()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<img\n",
       "             style=\"display:inline;\n",
       "                    width:100%;\n",
       "                    max-width:400px;\n",
       "                    padding:10px;\n",
       "                    margin-top:14px\"\n",
       "             src=\"data:image/png;base64,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\"\n",
       "           />\n",
       "           "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "HTML(tag_from_data(im2bytes(im)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "class VignetteList:    \n",
    "    def __init__(self, *images, size=None):\n",
    "        self.images = images\n",
    "        self.size = size\n",
    "   \n",
    "    def _repr_html_(self):\n",
    "        return '<p>'+','.join(tag_from_data(im2bytes(im), self.size)  for im in self.images)+'</p>'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<p><img\n",
       "             style=\"display:inline;\n",
       "                    width:200px;\n",
       "                    max-width:400px;\n",
       "                    padding:10px;\n",
       "                    margin-top:14px\"\n",
       "             src=\"data:image/png;base64,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\"\n",
       "           />\n",
       "           ,<img\n",
       "             style=\"display:inline;\n",
       "                    width:200px;\n",
       "                    max-width:400px;\n",
       "                    padding:10px;\n",
       "                    margin-top:14px\"\n",
       "             src=\"data:image/png;base64,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\"\n",
       "           />\n",
       "           ,<img\n",
       "             style=\"display:inline;\n",
       "                    width:200px;\n",
       "                    max-width:400px;\n",
       "                    padding:10px;\n",
       "                    margin-top:14px\"\n",
       "             src=\"data:image/png;base64,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\"\n",
       "           />\n",
       "           ,<img\n",
       "             style=\"display:inline;\n",
       "                    width:200px;\n",
       "                    max-width:400px;\n",
       "                    padding:10px;\n",
       "                    margin-top:14px\"\n",
       "             src=\"data:image/png;base64,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\"\n",
       "           />\n",
       "           ,<img\n",
       "             style=\"display:inline;\n",
       "                    width:200px;\n",
       "                    max-width:400px;\n",
       "                    padding:10px;\n",
       "                    margin-top:14px\"\n",
       "             src=\"data:image/png;base64,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\"\n",
       "           />\n",
       "           ,<img\n",
       "             style=\"display:inline;\n",
       "                    width:200px;\n",
       "                    max-width:400px;\n",
       "                    padding:10px;\n",
       "                    margin-top:14px\"\n",
       "             src=\"data:image/png;base64,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\"\n",
       "           />\n",
       "           ,<img\n",
       "             style=\"display:inline;\n",
       "                    width:200px;\n",
       "                    max-width:400px;\n",
       "                    padding:10px;\n",
       "                    margin-top:14px\"\n",
       "             src=\"data:image/png;base64,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\"\n",
       "           />\n",
       "           ,<img\n",
       "             style=\"display:inline;\n",
       "                    width:200px;\n",
       "                    max-width:400px;\n",
       "                    padding:10px;\n",
       "                    margin-top:14px\"\n",
       "             src=\"data:image/png;base64,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\"\n",
       "           />\n",
       "           ,<img\n",
       "             style=\"display:inline;\n",
       "                    width:200px;\n",
       "                    max-width:400px;\n",
       "                    padding:10px;\n",
       "                    margin-top:14px\"\n",
       "             src=\"data:image/png;base64,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\"\n",
       "           />\n",
       "           ,<img\n",
       "             style=\"display:inline;\n",
       "                    width:200px;\n",
       "                    max-width:400px;\n",
       "                    padding:10px;\n",
       "                    margin-top:14px\"\n",
       "             src=\"data:image/png;base64,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\"\n",
       "           />\n",
       "           </p>"
      ],
      "text/plain": [
       "<__main__.VignetteList at 0x7fc51e0e0c88>"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "VignetteList(*mylist, size='200px')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "def tag_from_data_II(data, size='100%'):\n",
    "    return '''<img\n",
    "                    style=\"\n",
    "                        display:inline;\n",
    "                        width:{1};\n",
    "                        max-width:400px;\n",
    "                        padding:10px;\n",
    "                        margin-top:14px\"\n",
    "                    onMouseOver=\"this.style['box-shadow']='5px 5px 30px 0px rgba(163,163,163,1)'\" \n",
    "                    onMouseOut=\"this.style['box-shadow']=''\"\n",
    "                    src=\"data:image/png;base64,{0}\" \n",
    "             />'''.format(''.join(base64.encodebytes(data).decode().split('\\n')), size)\n",
    "\n",
    "def html_list_formatter(ll):\n",
    "    html = get_ipython().display_formatter.formatters['text/html']\n",
    "    reps = []\n",
    "    for o in ll:\n",
    "        if isinstance(o, Image):\n",
    "            reps.append(tag_from_data_II(o.data, '200px') )\n",
    "        elif isinstance(im, PILImage.Image):\n",
    "            reps.append(tag_from_data_II(im2bytes(o), '200px') )\n",
    "        else:\n",
    "            h = html(o)\n",
    "            if h:    \n",
    "                reps.append(h)\n",
    "            else:\n",
    "                reps.append(repr(o)+'')\n",
    "    \n",
    "    return '<span>['+','.join(reps)+']</span>'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<function __main__.html_list_formatter>"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ipython = get_ipython()\n",
    "html = ipython.display_formatter.formatters['text/html']\n",
    "html.for_type(list, html_list_formatter)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<span>[<img\n",
       "                    style=\"\n",
       "                        display:inline;\n",
       "                        width:200px;\n",
       "                        max-width:400px;\n",
       "                        padding:10px;\n",
       "                        margin-top:14px\"\n",
       "                    onMouseOver=\"this.style['box-shadow']='5px 5px 30px 0px rgba(163,163,163,1)'\" \n",
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       "             />,<img\n",
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       "             />,<img\n",
       "                    style=\"\n",
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       "                        padding:10px;\n",
       "                        margin-top:14px\"\n",
       "                    onMouseOver=\"this.style['box-shadow']='5px 5px 30px 0px rgba(163,163,163,1)'\" \n",
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       "             />,<img\n",
       "                    style=\"\n",
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       "                        margin-top:14px\"\n",
       "                    onMouseOver=\"this.style['box-shadow']='5px 5px 30px 0px rgba(163,163,163,1)'\" \n",
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       "             />,<img\n",
       "                    style=\"\n",
       "                        display:inline;\n",
       "                        width:200px;\n",
       "                        max-width:400px;\n",
       "                        padding:10px;\n",
       "                        margin-top:14px\"\n",
       "                    onMouseOver=\"this.style['box-shadow']='5px 5px 30px 0px rgba(163,163,163,1)'\" \n",
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       "             />,<img\n",
       "                    style=\"\n",
       "                        display:inline;\n",
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      ],
      "text/plain": [
       "[<PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51E0E02E8>,\n",
       " <PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51E871908>,\n",
       " <PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51E1016D8>,\n",
       " <PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51E0E0470>,\n",
       " <PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51E0E0710>,\n",
       " <PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51E0E0630>,\n",
       " <PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51E0E0B00>,\n",
       " <PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51E0E0828>,\n",
       " <PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51E0E0978>,\n",
       " <PIL.Image.Image image mode=RGBA size=256x256 at 0x7FC51E0E0B70>]"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mylist"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Conclusion\n",
    "\n",
    "> *That's it for today, folks!* [See on my GitHub for more notebooks](https://github.com/Naereen/notebooks)"
   ]
  }
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