{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "        <div id=\"midiPlayerDiv20097\"></div>\n",
       "        <link rel=\"stylesheet\" href=\"https://cuthbertLab.github.io/music21j/css/m21.css\">\n",
       "        \n",
       "        <script\n",
       "        src=\"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\"\n",
       "        ></script>\n",
       "    \n",
       "        <script>\n",
       "        function midiPlayerDiv20097_play() {\n",
       "            const rq = require.config({\n",
       "                paths: {\n",
       "                    'music21': 'https://cuthbertLab.github.io/music21j/releases/music21.debug',\n",
       "                }\n",
       "            });\n",
       "            rq(['music21'], function(music21) {\n",
       "                mp = new music21.miditools.MidiPlayer();\n",
       "                mp.addPlayer(\"#midiPlayerDiv20097\");\n",
       "                mp.base64Load(\"data:audio/midi;base64,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\");\n",
       "            });\n",
       "        }\n",
       "        if (typeof require === 'undefined') {\n",
       "            setTimeout(midiPlayerDiv20097_play, 2000);\n",
       "        } else {\n",
       "            midiPlayerDiv20097_play();\n",
       "        }\n",
       "        </script>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 180,
       "width": 708
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from music21 import *\n",
    "from ziffers import *\n",
    "\n",
    "twinkle = \"q [: 0 0 4 4 5 5 h4 q 3 3 2 2 1 1 h0 <(: q4 4 3 3 2 2 h1 :) r> :]\"\n",
    "\n",
    "parsed = zparse(twinkle, key='g4', scale='Major')\n",
    "score = to_music21(parsed, time=\"4/4\", bpm=120)\n",
    "\n",
    "score.show(\"midi\")\n",
    "score.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 540,
       "width": 817
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from music21 import *\n",
    "from ziffers import *\n",
    "\n",
    "# Parse ziiffers object to music21 object\n",
    "parsed = zparse(\"q (1 3 2 5)+(0 2 ? 1)\", key='C2', scale='Zyditonic')\n",
    "score = to_music21(parsed, time=\"4/4\")\n",
    "\n",
    "score.plot()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0b4"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}