{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# IPerl status and demo\n",
    "\n",
    "author: Zaki Mughal\n",
    "\n",
    "date: 2014-06-28\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Hello! This IPython notebook file is generated with an early version of the IPerl language kernel.\n"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1\n"
     ]
    },
    {
     "data": {},
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print \"Hello! This IPython notebook file is generated with an early version of the IPerl language kernel.\\n\";"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This document is meant to serve as a demonstration of how to run the IPerl kernel, what it can currently do, and what\n",
    "needs to be done to improve it.\n",
    "\n",
    "## Startup\n",
    "\n",
    "You can get the source for the IPerl language kernel from [GitHub](https://github.com/zmughal/p5-Devel-IPerl) by running\n",
    "```shell\n",
    "   git clone https://github.com/zmughal/p5-Devel-IPerl.git\n",
    "```\n",
    "\n",
    "IPerl currently has some non-Perl dependencies that are needed for various features.\n",
    "These include the IPython and IPython notebook itself and some native code needed for\n",
    "communication (ZeroMQ) and content sniffing (libmagic). To install these dependencies\n",
    "on a Debian-based system run\n",
    "\n",
    "```shell\n",
    "    sudo apt-get install libzmq3-dev ipython ipython-notebook libmagic-dev\n",
    "```\n",
    "\n",
    "You can then install the Perl dependencies using the `cpanfile` with `cpanm` in the top level of the\n",
    "source code directory\n",
    "\n",
    "```shell\n",
    "    cpanm --installdeps .\n",
    "```\n",
    "\n",
    "Finally, to start up IPython notebook with the IPerl kernel, run\n",
    "\n",
    "```shell\n",
    "   ./bin/iperl notebook\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Demo\n",
    "\n",
    "Now let's see what the IPython notebook can do. \n",
    "\n",
    "First, let's get the mandrill test image using the [Data::TestImage](http://p3rl.org/Data::TestImage) module."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/zaki/perl5/perlbrew/perls/perl-5.16.3/lib/site_perl/5.16.3/auto/share/dist/Data-TestImage/USC/SIPI/misc/4.2.03.tiff\n"
     ]
    }
   ],
   "source": [
    "use Data::TestImage;\n",
    "$mandrill_file = Data::TestImage->get_image('mandrill');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "OK, that's just the path to a TIFF file. Now we can read it into a piddle. As you can see from the output, the number of dimensions in the PDL is 3. Note that the size of the last dimension is 3 which indicates that the image is an RGB image."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[0mPDL {\n",
      "    Data     : \u001b[36mtoo long to print\u001b[0m\n",
      "    Type     : \u001b[30;41munsigned char\u001b[0m\n",
      "    Shape    : \u001b[92m[\u001b[0m\u001b[36m512 512 3\u001b[0m\u001b[92m]\u001b[0m\n",
      "    Nelem    : \u001b[93m786432\u001b[0m\n",
      "    Min      : \u001b[91m0\u001b[0m\n",
      "    Max      : \u001b[94m255\u001b[0m\n",
      "    Badflag  : \u001b[32mNo\u001b[0m\n",
      "    Has Bads : \u001b[32mNo\u001b[0m\n",
      "}\n"
     ]
    },
    {
     "data": {},
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "use PDL;\n",
    "use DDP;\n",
    "$mandrill = rim(~~ $mandrill_file); # need to stringify\n",
    "p $mandrill;"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To display the image in IPython notebook, we need to have a PNG.\n",
    "We can write the piddle to a PNG file on disk and read it back in."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
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       "GwlL193Cu4AQWAV7r8zKjLXeQXwA1P7lEXd3bZMAAAAASUVORK5CYII=\n",
       "\" />"
      ],
      "text/plain": [
       "[PNG image]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "use Path::Class;\n",
    "$temp_png_file = Path::Class::tempdir()->file( $mandrill_file->basename . '.png' );\n",
    "$mandrill->wim( $temp_png_file );\n",
    "\n",
    "IPerl->png( $mandrill_png = $temp_png_file->slurp );"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's try something different.\n",
    "Here we use the Festival TTS engine to convert some text to a wave file\n",
    "of the generated speech. In order to play the sound in the browser, we\n",
    "need to convert the wave file into an MP3 file by using the `lame`\n",
    "encoder."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "LAME 3.99.5 64bits (http://lame.sf.net)\n",
      "Using polyphase lowpass filter, transition band:  5742 Hz -  5935 Hz\n",
      "Encoding <stdin> to <stdout>\n",
      "Encoding as 16 kHz single-ch MPEG-2 Layer III (10.7x)  24 kbps qval=3\n"
     ]
    },
    {
     "data": {
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       "VVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVV\n",
       "\" />"
      ],
      "text/plain": [
       "[MPEG audio]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "IPerl->audio_mpeg( $mp3 = qx{echo \"Hello from IPerl\" | text2wave | lame - -});"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also use [PDL::Graphics::Gnuplot](http://p3rl.org/PDL::Graphics::Gnuplot) to\n",
    "plot 2 periods of a sine wave. This also needs to be written to a PNG\n",
    "file by passing the `hardcopy` option to the `plot` function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": [
       "‰PNG\r\n",
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      ],
      "text/plain": [
       "[PNG image]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "use PDL::Graphics::Gnuplot;\n",
    "use Math::Trig qw(pi);\n",
    "         \n",
    "$plot_png_file = Path::Class::tempdir()->file( 'plot.png' );\n",
    "$x = zeroes(100)->xlinvals( -2 * pi, 2 * pi );\n",
    "$w = gpwin();\n",
    "$w->plot( $x, sin($x) , { xlabel => 'x', ylabel => 'sin(x)', xrange => [$x->minmax], hardcopy => $plot_png_file }  );\n",
    "IPerl->png( $plot_png = $plot_png_file->slurp() );"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The IPython notebook can also display LaTeX equations using the [MathJax](http://www.mathjax.org/) library:\n",
    "    \n",
    "\\begin{equation}\n",
    "    \\int e^{x}\\,d\\!x = e^{x} + C \\,.\n",
    "\\end{equation}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Bugs\n",
    "\n",
    "- Handling output streams in an async way is currently not supported.\n",
    "  For example:\n",
    "  ```perl\n",
    "  for (0..2) {\n",
    "     say \"test\";\n",
    "     sleep 2;\n",
    "  }\n",
    "  ```\n",
    "  will take 6 seconds to run before it prints out \"test\" 3 times. I am assuming the best way\n",
    "  to do this is to spawn a child process with redirected output handles and monitor its output.\n",
    "  Perhaps by using [IO::Pty](http://p3rl.org/IO::Pty). It is important to keep in mind how portable that\n",
    "  may be.\n",
    "- Upon shutdown of the language kernel, ZeroMQ gives the following error:\n",
    "  ```\n",
    "      Bad file descriptor (epoll.cpp:67)\n",
    "  ```\n",
    "  I have a feeling this is because a part of the kernel is trying to read from a socket after\n",
    "  the frontend has closed it.\n",
    "- The shell script for starting iperl (`bin/iperl`) needs to be converted to Perl for portability.\n",
    "  I think that it should just be a wrapper around the `ipython` command except that it will also\n",
    "  help create and load Perl profiles.\n",
    "- As always, the code needs more documentation, refactoring, logging, debugging tools and *testing*.\n",
    "  The testing will require making a small frontend client. I think it needs more tests before it can\n",
    "  go on CPAN and the only way to figure out what those tests should be like is by using the code.\n",
    "- The IPython messaging protocol uses ZeroMQ. This might make the kernel not as portable as it could\n",
    "  be. There are several solutions to this.\n",
    "     - Create a new wire protocol entirely using Perl and sockets. Frontends that support this protocol\n",
    "       would need to be written.\n",
    "     - Try to ensure ZeroMQ works everywhere. There exist the Alien::ZeroMQ and ZeroMQ::FFI distributions\n",
    "       which could help avoid compilation on some platforms.\n",
    "- There are some execution semantics and message types in the messaging protocol that I haven't yet\n",
    "  implemented/understood. I need to go through these and see if they are necessary.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Future features\n",
    "\n",
    "- Code completion in the code cells. Perhaps [Padre](http://padre.perlide.org/)\n",
    "  and [Farabi](http://p3rl.org/Farabi) have implementations to look at.\n",
    "- A way to look up the POD documentation of a function/module.\n",
    "- Replace the small proof-of-concept [content sniffing display hook](https://github.com/zmughal/p5-Devel-IPerl/blob/51b949e8bf9a7beb367c4955a58ad0e98505cb93/lib/Devel/IPerl/Display.pm)\n",
    "  with a pluggable system that has better support for MIME types and\n",
    "  user configuration. It currently uses libmagic, so this needs to compile on all platforms.\n",
    "  The Julia multimethod approach with MIME types and type pattern matching may be the way to go.\n",
    "  See the [multimedia I/O section](http://julia.readthedocs.org/en/latest/stdlib/base/#multimedia-i-o)\n",
    "  of the base standard library. I am thinking that [Type::Tiny](http://p3rl.org/Type::Tiny) could\n",
    "  be useful here.\n",
    "- Work with [Software Carpentry](http://software-carpentry.org/pages/create.html) to create a Perl curriculum using IPerl?\n",
    "- I want to see bidirectional interactive JS working with IPerl. It would be neat to be able to\n",
    "  be able to use [Xtk](https://github.com/xtk/X) for volume rendering and be able to get events\n",
    "  back to Perl code and then call back to JS .\n",
    "- Support for D3.js using a matplotlib API is available through [mpld3](http://mpld3.github.io/).\n",
    "  It may be possible to provide a Perl API to the same JS."
   ]
  }
 ],
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