ipyjulia_hacks.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Initializing Julia interpreter. This may take some time...\n",
      "               \u001b[1m\u001b[32m_\u001b[0m\n",
      "   \u001b[1m\u001b[34m_\u001b[0m       \u001b[0m_\u001b[0m \u001b[1m\u001b[31m_\u001b[1m\u001b[32m(_)\u001b[1m\u001b[35m_\u001b[0m     |  Documentation: https://docs.julialang.org\n",
      "  \u001b[1m\u001b[34m(_)\u001b[0m     | \u001b[1m\u001b[31m(_)\u001b[0m \u001b[1m\u001b[35m(_)\u001b[0m    |\n",
      "   \u001b[0m_ _   _| |_  __ _\u001b[0m   |  Type \"?\" for help, \"]?\" for Pkg help.\n",
      "  \u001b[0m| | | | | | |/ _` |\u001b[0m  |\n",
      "  \u001b[0m| | |_| | | | (_| |\u001b[0m  |  Version 1.0.0 (2018-08-08)\n",
      " \u001b[0m_/ |\\__'_|_|_|\\__'_|\u001b[0m  |  Official https://julialang.org/ release\n",
      "\u001b[0m|__/\u001b[0m                   |\n"
     ]
    }
   ],
   "source": [
    "%load_ext ipyjulia_hacks.magic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/pdf": 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\n",
      "image/png": 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      ],
      "text/plain": [
       "Plot{Plots.GRBackend() n=5}"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%julia\n",
    "import Random\n",
    "Random.seed!(123)\n",
    "\n",
    "using Plots\n",
    "l = @layout([a{0.1h};b [c;d e]])\n",
    "plot(randn(100,5),layout=l,t=[:line :histogram :scatter :steppre :bar],leg=false,ticks=nothing,border=false)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div class=\"markdown\"><pre><code>divrem&#40;x, y&#41;</code></pre>\n",
       "<p>The quotient and remainder from Euclidean division. Equivalent to <code>&#40;div&#40;x,y&#41;, rem&#40;x,y&#41;&#41;</code> or <code>&#40;x÷y, x&#37;y&#41;</code>.</p>\n",
       "<h1>Examples</h1>\n",
       "<pre><code class=\"language-jldoctest\">julia&gt; divrem&#40;3,7&#41;\n",
       "&#40;0, 3&#41;\n",
       "\n",
       "julia&gt; divrem&#40;7,3&#41;\n",
       "&#40;2, 1&#41;</code></pre>\n",
       "\n",
       "\n",
       "</div>"
      ],
      "text/latex": [
       "\\begin{verbatim}\n",
       "divrem(x, y)\n",
       "\\end{verbatim}\n",
       "The quotient and remainder from Euclidean division. Equivalent to \\texttt{(div(x,y), rem(x,y))} or \\texttt{(x÷y, x\\%y)}.\n",
       "\n",
       "\\section{Examples}\n",
       "\\begin{verbatim}\n",
       "julia> divrem(3,7)\n",
       "(0, 3)\n",
       "\n",
       "julia> divrem(7,3)\n",
       "(2, 1)\n",
       "\\end{verbatim}\n"
      ],
      "text/markdown": [
       "```\n",
       "divrem(x, y)\n",
       "```\n",
       "\n",
       "The quotient and remainder from Euclidean division. Equivalent to `(div(x,y), rem(x,y))` or `(x÷y, x%y)`.\n",
       "\n",
       "# Examples\n",
       "\n",
       "```jldoctest\n",
       "julia> divrem(3,7)\n",
       "(0, 3)\n",
       "\n",
       "julia> divrem(7,3)\n",
       "(2, 1)\n",
       "```\n"
      ],
      "text/plain": [
       "\u001b[36m  divrem(x, y)\u001b[39m\n",
       "\n",
       "  The quotient and remainder from Euclidean division. Equivalent to \u001b[36m(div(x,y),\n",
       "  rem(x,y))\u001b[39m or \u001b[36m(x÷y, x%y)\u001b[39m.\n",
       "\n",
       "\u001b[1m  Examples\u001b[22m\n",
       "\u001b[1m  ≡≡≡≡≡≡≡≡≡≡\u001b[22m\n",
       "\n",
       "\u001b[36m  julia> divrem(3,7)\u001b[39m\n",
       "\u001b[36m  (0, 3)\u001b[39m\n",
       "\u001b[36m  \u001b[39m\n",
       "\u001b[36m  julia> divrem(7,3)\u001b[39m\n",
       "\u001b[36m  (2, 1)\u001b[39m"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "doc = %julia @doc divrem\n",
    "doc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\u001b[36m  divrem(x, y)\u001b[39m\n",
       "\n",
       "  The quotient and remainder from Euclidean division. Equivalent to \u001b[36m(div(x,y),\n",
       "  rem(x,y))\u001b[39m or \u001b[36m(x÷y, x%y)\u001b[39m.\n",
       "\n",
       "\u001b[1m  Examples\u001b[22m\n",
       "\u001b[1m  ≡≡≡≡≡≡≡≡≡≡\u001b[22m\n",
       "\n",
       "\u001b[36m  julia> divrem(3,7)\u001b[39m\n",
       "\u001b[36m  (0, 3)\u001b[39m\n",
       "\u001b[36m  \u001b[39m\n",
       "\u001b[36m  julia> divrem(7,3)\u001b[39m\n",
       "\u001b[36m  (2, 1)\u001b[39m"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(doc, include=[\"text/plain\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Versions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'7.0.0.dev'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import IPython\n",
    "IPython.__version__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-e [email protected]:tkf/ipyjulia_hacks.git@ee8395c98ac5c86b2f01a6e7b9af5e7f38c603aa#egg=ipyjulia_hacks\r\n",
      "ipython==7.0.0.dev0\r\n",
      "ipython-genutils==0.2.0\r\n",
      "-e git+https://github.com/JuliaPy/pyjulia@2b52b7cb601066bc4f9edfd5505815b951263024#egg=julia\r\n"
     ]
    }
   ],
   "source": [
    "import sys\n",
    "!{sys.executable} -m pip freeze | grep -e julia -e ipython"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python (julia1.0)",
   "language": "python",
   "name": "python-julia1.0"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}