Circular TimesTable

apt.txt

ffmpeg

circular_times_table.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Times Table With Python - Inspired by Mathologer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<center>\n",
       "<iframe width=\"960\" height=\"540\" frameborder=\"0\" allowfullscreen src=\"https://www.youtube.com/embed/qhbuKbxJsk8\"></iframe>\n",
       "</center>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%HTML\n",
    "<center>\n",
    "<iframe width=\"960\" height=\"540\" frameborder=\"0\" allowfullscreen src=\"https://www.youtube.com/embed/qhbuKbxJsk8\"></iframe>\n",
    "</center>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## General Imports and Configurations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2017-08-13T16:34:42.877058Z",
     "start_time": "2017-08-13T16:34:41.561578Z"
    }
   },
   "outputs": [],
   "source": [
    "# General Purpose\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "from matplotlib import animation, rc\n",
    "import matplotlib.lines as mlines\n",
    "import colorsys\n",
    "from matplotlib.collections import LineCollection\n",
    "\n",
    "# Jupyter Specifics\n",
    "import matplotlib as mpl\n",
    "from IPython.display import HTML\n",
    "from ipywidgets.widgets import interact, IntSlider, FloatSlider, Layout\n",
    "\n",
    "%matplotlib inline\n",
    "rc('animation', html='html5')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2017-08-12T17:04:20.030845Z",
     "start_time": "2017-08-12T17:04:20.025847Z"
    }
   },
   "source": [
    "## Basic Functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2017-08-13T16:34:43.084292Z",
     "start_time": "2017-08-13T16:34:42.930124Z"
    }
   },
   "outputs": [],
   "source": [
    "def points_arround_circle(number=100, center=(0,0), radius=1):\n",
    "    theta = np.linspace(0, 2 * np.pi - (2 * np.pi / number), number)\n",
    "    x = radius * np.cos(theta)\n",
    "    y = radius * np.sin(theta)\n",
    "    return (x, y)\n",
    "\n",
    "def get_lines_from_points(x, y, factor, animated=None):\n",
    "    limit = len(x)\n",
    "    if animated is not None:\n",
    "        for i in range(limit):\n",
    "            x_range = (x[i], x[int(i * factor) % limit])\n",
    "            y_range = (y[i], y[int(i * factor) % limit])\n",
    "            yield mlines.Line2D(x_range, y_range)\n",
    "    else:\n",
    "        for i in range(limit):\n",
    "            start = (x[i], y[i])\n",
    "            index = int((i * factor) % limit)\n",
    "            end = (x[index], y[index])          \n",
    "            yield end, start\n",
    "\n",
    "def plot_circle_points(x, y, ax, labels=None):\n",
    "    ax.annotate(\"Points: {}\".format(len(x)), (0.8, 0.9))\n",
    "    ax.plot(x, y, \"-ko\", markevery=1)\n",
    "    if not labels is None:\n",
    "        for i, (x, y) in enumerate(zip(x, y)):\n",
    "            ax.annotate(i, (x, y))\n",
    "\n",
    "def plot_lines(x, y, factor, ax, color=None):\n",
    "    ax.annotate(\"Factor: {}\".format(factor), (0.8, 1))\n",
    "    lines = list(get_lines_from_points(x, y, factor))\n",
    "    if color is None:\n",
    "        line_segments = LineCollection(lines)\n",
    "    else:\n",
    "        line_segments = LineCollection(lines, colors=colorsys.hsv_to_rgb(color, 1.0, 0.8))\n",
    "            \n",
    "    ax.add_collection(line_segments)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Static Version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_static(factor, points):\n",
    "    plt.figure(figsize=(10, 10))\n",
    "    ax = plt.subplot()\n",
    "    plt.axis('off')\n",
    "\n",
    "    x, y = points_arround_circle(number=points)\n",
    "\n",
    "    plot_circle_points(x, y, ax)\n",
    "    plot_lines(x, y, factor, ax)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2017-08-13T16:34:43.744062Z",
     "start_time": "2017-08-13T16:34:43.095304Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "factor = 2\n",
    "points = 100\n",
    "plot_static(factor, points)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Parametric Version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2017-08-13T16:34:44.858322Z",
     "start_time": "2017-08-13T16:34:43.750071Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Try these Factors with different number of points: 21 29 33 34 49 51 66 67 73 76 79 80 86 91 99\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "32b7582bc17e4b268ce7f5e32d8091d1",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=2.0, description='Factor', layout=Layout(width='99%')), IntSlider(valu…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot_parametric(Factor=2, Points=100):\n",
    "    plt.figure(figsize=(10, 10))\n",
    "    ax = plt.subplot()\n",
    "    plt.axis('off')\n",
    "    x, y = points_arround_circle(number=Points)\n",
    "    plot_circle_points(x, y, ax)\n",
    "    plot_lines(x,y,Factor, ax)\n",
    "    plt.show()\n",
    "\n",
    "factors = [21, 29, 33, 34, 49, 51, 66, 67, 73, 76, 79, 80, 86, 91, 99]\n",
    "print(\"Try these Factors with different number of points:\", *factors)    \n",
    "\n",
    "interact(plot_parametric, \n",
    "         Factor=FloatSlider(min=0,max=100,step=0.1,value=2, layout=Layout(width='99%')), \n",
    "         Points=IntSlider(min=0,max=300,step=25,value=100, layout=Layout(width='99%')));"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Animate Construction Line by Line\n",
    "You may have to wait until it loads completely"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2017-08-13T16:34:46.321032Z",
     "start_time": "2017-08-13T16:34:44.866324Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "8b750933474e4a3e9c4f585fa68c918a",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=2.0, description='Factor', layout=Layout(width='99%')), IntSlider(valu…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def animate_line_by_line(i, lines, ax):\n",
    "    ax.add_line(next(lines))\n",
    "    return []\n",
    "\n",
    "def line_by_line(Factor, Points, Interval):\n",
    "    fig, ax = plt.subplots(figsize=(10, 10));\n",
    "    plt.axis('off')\n",
    "    x, y = points_arround_circle(number=Points)\n",
    "    plot_circle_points(x, y, ax)\n",
    "    ax.annotate(\"Factor: {}\".format(Factor), (0.8, 1))\n",
    "    ax.annotate(\"Interval: {}\".format(Interval), (0.8, 0.8))\n",
    "    lines = get_lines_from_points(x, y, Factor, animated=True)\n",
    "    anim = animation.FuncAnimation(fig, animate_line_by_line, frames=len(x)-2, interval=Interval, blit=True, fargs=(lines, ax));\n",
    "    plt.close()\n",
    "    \n",
    "    return anim\n",
    "\n",
    "interact(line_by_line,\n",
    "         Factor=FloatSlider(min=0,max=100,step=0.1,value=2, layout=Layout(width='99%')), \n",
    "         Points=IntSlider(min=1,max=200,step=1,value=100, layout=Layout(width='99%')),\n",
    "         Interval=IntSlider(min=5,max=500,step=5,value=75, layout=Layout(width='99%')));"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "anim = line_by_line(Factor=2, Points=100, Interval=500)\n",
    "\n",
    "Writer = animation.writers['ffmpeg']\n",
    "writer = Writer(fps=30)\n",
    "\n",
    "anim.save('line_by_line.mp4', writer=writer)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Animate Construction Point by Point\n",
    "You may have to wait until it loads completely"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2017-08-13T16:34:48.646389Z",
     "start_time": "2017-08-13T16:34:46.329044Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "fdb94215d7194399b5e0d4054049ce72",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=2.0, description='Factor', layout=Layout(width='99%')), IntSlider(valu…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def animate_point_by_point(i, ax, Factor, Interval):\n",
    "    ax.cla()\n",
    "    ax.axis('off')\n",
    "    ax.set_ylim(-1.2, 1.2)\n",
    "    ax.set_xlim(-1.2, 1.2)\n",
    "    ax.annotate(\"Interval: {}\".format(Interval), (0.8, 0.8))\n",
    "    x, y = points_arround_circle(number=i+1)\n",
    "    plot_circle_points(x, y, ax)\n",
    "    plot_lines(x,y,Factor, ax)\n",
    "    return []\n",
    "\n",
    "def point_by_point(Factor, Interval, Max_Points):\n",
    "    fig, ax = plt.subplots(figsize=(10, 10));\n",
    "    anim = animation.FuncAnimation(fig, animate_point_by_point, frames=Max_Points, interval=Interval, blit=True, fargs=(ax, Factor, Interval));\n",
    "    plt.close()\n",
    "    \n",
    "    return anim\n",
    "\n",
    "interact(point_by_point,\n",
    "         Factor=FloatSlider(min=0,max=100,step=0.1,value=2, layout=Layout(width='99%')),\n",
    "         Max_Points=IntSlider(min=1,max=200,step=1,value=75, layout=Layout(width='99%')),\n",
    "         Interval=IntSlider(min=100,max=500,step=1,value=200, layout=Layout(width='99%')));"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "anim = point_by_point(Factor=2, Max_Points=100, Interval=75)\n",
    "\n",
    "Writer = animation.writers['ffmpeg']\n",
    "writer = Writer(fps=15)\n",
    "\n",
    "anim.save('point_by_point.mp4', writer=writer)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Animate Construction Factor by Factor\n",
    "You may have to wait until it loads completely"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2017-08-13T16:35:02.448353Z",
     "start_time": "2017-08-13T16:34:48.651394Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6f7430fc70434bbdb4d4f6b47b5b1174",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=5.0, description='Factor', layout=Layout(width='99%')), IntSlider(valu…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def animate_factor_by_factor(i, ax, Max_Points, Interval, frames):\n",
    "    ax.cla()\n",
    "    ax.axis('off')\n",
    "    ax.set_ylim(-1.2, 1.2)\n",
    "    ax.set_xlim(-1.2, 1.2)\n",
    "    ax.annotate(\"Interval: {}\".format(Interval), (0.8, 0.8))\n",
    "    x, y = points_arround_circle(number=Max_Points)\n",
    "    plot_circle_points(x, y, ax)\n",
    "    plot_lines(x, y, i / 10, ax)\n",
    "    return []\n",
    "\n",
    "def factor_by_factor(Factor, Interval, Max_Points):\n",
    "    fig, ax = plt.subplots(figsize=(10, 10));\n",
    "    frames = int(Factor * 10)\n",
    "    anim = animation.FuncAnimation(fig, animate_factor_by_factor, frames=frames, interval=Interval, blit=True, fargs=(ax, Max_Points, Interval, frames));\n",
    "    \n",
    "    plt.close()\n",
    "    \n",
    "    return anim\n",
    "\n",
    "interact(factor_by_factor,\n",
    "         Factor=FloatSlider(min=0,max=100,step=0.1,value=5, layout=Layout(width='99%')),\n",
    "         Max_Points=IntSlider(min=1,max=200,step=1,value=100, layout=Layout(width='99%')),\n",
    "         Interval=IntSlider(min=50,max=500,step=25,value=100, layout=Layout(width='99%')));"
   ]
  },
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   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "anim = factor_by_factor(Factor=5.1, Max_Points=150, Interval=75)\n",
    "\n",
    "Writer = animation.writers['ffmpeg']\n",
    "writer = Writer(fps=12)\n",
    "\n",
    "anim.save('factor_by_factor.mp4', writer=writer)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Animate Construction Factor by Factor with Color\n",
    "You may have to wait until it loads completely"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2017-08-13T16:35:02.448353Z",
     "start_time": "2017-08-13T16:34:48.651394Z"
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   "outputs": [
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       "interactive(children=(FloatSlider(value=5.0, description='Factor', layout=Layout(width='99%')), IntSlider(valu…"
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   "source": [
    "def animate_factor_by_factor_colored(i, ax, Max_Points, Interval, frames):\n",
    "    ax.cla()\n",
    "    ax.axis('off')\n",
    "    ax.set_ylim(-1.2, 1.2)\n",
    "    ax.set_xlim(-1.2, 1.2)\n",
    "    ax.annotate(\"Interval: {}\".format(Interval), (0.8, 0.8))\n",
    "    x, y = points_arround_circle(number=Max_Points)\n",
    "    plot_circle_points(x, y, ax)\n",
    "    plot_lines(x, y, i / 10, ax, color=i / frames)\n",
    "    return []\n",
    "\n",
    "def factor_by_factor_colored(Factor, Interval, Max_Points):\n",
    "    fig, ax = plt.subplots(figsize=(10, 10));\n",
    "    frames = int(Factor * 10)\n",
    "    anim = animation.FuncAnimation(fig, animate_factor_by_factor_colored, frames=frames, interval=Interval, blit=True, fargs=(ax, Max_Points, Interval, frames));\n",
    "    \n",
    "    plt.close()\n",
    "    \n",
    "    return anim\n",
    "\n",
    "interact(factor_by_factor_colored,\n",
    "         Factor=FloatSlider(min=0,max=100,step=0.1,value=5, layout=Layout(width='99%')),\n",
    "         Max_Points=IntSlider(min=1,max=200,step=1,value=100, layout=Layout(width='99%')),\n",
    "         Interval=IntSlider(min=50,max=500,step=25,value=100, layout=Layout(width='99%')));"
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   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "anim = factor_by_factor_colored(Factor=5.1, Max_Points=150, Interval=75)\n",
    "\n",
    "Writer = animation.writers['ffmpeg']\n",
    "writer = Writer(fps=12)\n",
    "\n",
    "anim.save('factor_by_factor_colored.mp4', writer=writer)"
   ]
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}

environment.yml

channels:
  - defaults
  - conda-forge
dependencies:
  - ipython
  - ipywidgets
  - matplotlib
  - numpy