chapter03_notebook/01_blocks.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 3.1. Teaching programming in the Notebook with IPython blocks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import time\n",
    "from IPython.display import clear_output\n",
    "from ipythonblocks import BlockGrid, colors"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "podoc": {
     "output_text": "A IPython Blocks grid"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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GL0fjwcv1J5NPV79PPpUv3V/lS+t1fefqtuPqdrF+dW11tdZaa+sZANBfPfpmuVx23XLZ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\naiA8PCCeMHjFAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "A IPython Blocks grid"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "grid = BlockGrid(width=5, height=5,\n",
    "                 fill=colors['Purple'])\n",
    "grid.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "podoc": {
     "output_text": "Coloring blocks"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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CsQSAQCwBIBBLAAjEEgACsQSAQCwBIBBLAAjEEgACsQSAYLv1gDuvf1rsvv6pe9ftdu9a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\nAAAASUVORK5CYII=\n",
      "text/plain": [
       "Coloring blocks"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "grid[0, 0] = colors['Lime']\n",
    "grid[-1, 0] = colors['Lime']\n",
    "grid[:, -1] = colors['Lime']\n",
    "grid.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "podoc": {
     "output_text": "Matrix multiplication with IPython blocks"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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jUdV4lJ5u7u7cuXxV2bpPYeuuw9Zt5/hvl6+5aGOMMUZ6DAAAAPaRP9/dSb333nt6il3l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\neMUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "Matrix multiplication with IPython blocks"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "n = 5\n",
    "grid = BlockGrid(width=2 * n + 1,\n",
    "                 height=2 * n + 1,\n",
    "                 fill=colors['White'])\n",
    "A = grid[n + 1:, :n]\n",
    "B = grid[:n, n + 1:]\n",
    "C = grid[n + 1:, n + 1:]\n",
    "A[:, :] = colors['Cyan']\n",
    "B[:, :] = colors['Lime']\n",
    "C[:, :] = colors['Yellow']\n",
    "grid.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "podoc": {
     "output_text": "Multiplying rows and columns for matrix multiplication"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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qfJ6eZe5OPqs6+ay+rqqvr988/qDq8QfjUdV4lJ5u7u7du/5TZeveha27ifWtq3pcj6tq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\nQmCC\n",
      "text/plain": [
       "Multiplying rows and columns for matrix multiplication"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(n):\n",
    "    for j in range(n):\n",
    "        # We reset the matrix colors.\n",
    "        A[:, :] = colors['Cyan']\n",
    "        B[:, :] = colors['Lime']\n",
    "        C[:, :] = colors['Yellow']\n",
    "        # We highlight the adequate rows\n",
    "        # and columns in red.\n",
    "        A[i, :] = colors['Red']\n",
    "        B[:, j] = colors['Red']\n",
    "        C[i, j] = colors['Red']\n",
    "        # We animate the grid in the loop.\n",
    "        clear_output()\n",
    "        grid.show()\n",
    "        time.sleep(.25)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# We downsample the image by a factor of 4 for\n",
    "# performance reasons.\n",
    "img = plt.imread('https://github.com/ipython-books/'\n",
    "                 'cookbook-2nd-data/blob/master/'\n",
    "                 'beach.png?raw=true')[::4, ::4, :]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "rgb = [img[..., i].ravel() for i in range(3)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "podoc": {
     "output_text": "<IPython.core.display.HTML object>"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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oiqIoiqIoiqIoluT8HapH5tdenDoKfNj746eOThTEbvQAPQtgPj/EP5E9LIo8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6TG0AbAO8ubJPWv/qNjRUc/Afxve4tJKGJRt7+uW+1SwLvG22SE9/KvTj4LZ/0YSEz2zvH2ZPf+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Xu0vfyNV5Zfex3gatTBGEE4L37qae4wwF3EUBAyFrme6gnvaYA7jRH8OG2vZTyOuA8BXD1G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\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VySnM1/aafpUhbwScF+VEJ6FM51zyxRcvPgbU6cpJpbO2J/4oDhCvAmKwsJrQ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\nMS40IDEgMCBvYmogPDwgnjB4xQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "height, width = img.shape[:2]\n",
    "grid = BlockGrid(width=width, height=height,\n",
    "                 block_size=2, lines_on=False)\n",
    "for block, r, g, b in zip(grid, *rgb):\n",
    "    block.rgb = (r * 255, g * 255, b * 255)\n",
    "grid.show()"
   ]
  }
 ],
 "metadata": {},
 "nbformat": 4,
 "nbformat_minor": 2
}