{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Dry Friction mockup"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib widget"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "import matplotlib as mpl\n",
    "mpl.rc('text', usetex = True)\n",
    "mpl.rc('font', family = 'serif')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pysketcher import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from ipywidgets import FloatSlider, AppLayout, Label, HBox, Button, Output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "from IPython.display import HTML, SVG, display, clear_output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "from math import tan, radians, sin, cos"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Sketch container"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "myfig={}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Sketch yaml definition"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "gw = \"\"\"\\\n",
    "libraries: [\"from math import tan, radians, sin, cos\",\"from pysketcher import *\"]\n",
    "fontsize: 18\n",
    "g: 9.81              # constant gravity\n",
    "theta: 30.0          # inclined plane angle\n",
    "L: 10.0              # sketch sizing parameter\n",
    "a: 1.0               #\n",
    "xmin: 0.0            # sketech min Abscissa\n",
    "ymin: -3.0           # sketech min Ordinate     \n",
    "rl: 2.0              # rectangle width\n",
    "rL: 1.0              # rectangle length\n",
    "setframe:            # sketch setup\n",
    "    action: \"drawing_tool.set_coordinate_system(xmin=xmin-L/5, xmax=xmin+1.5*L,ymin=ymin, ymax=ymin+1.5*L,instruction_file='tmp_mpl_friction.py')\"\n",
    "setblackline:        # default frame values and actions\n",
    "    action: \"drawing_tool.set_linecolor('black')\"\n",
    "B: point(a+L,0)                      # wall right end\n",
    "A: point(a,tan(radians(theta))*L)    # wall left end\n",
    "normal_vec: point(sin(radians(theta)),cos(radians(theta)))     # Vector normal to wall\n",
    "tangent_vec: point(cos(radians(theta)),-sin(radians(theta)))   # Vector tangent to wall\n",
    "help_line: Line(A,B)                 # wall line\n",
    "x: a + 3*L/10.\n",
    "y: help_line(x=x)    \n",
    "contact: point(x, y)    \n",
    "c: contact + rL/2*normal_vec\n",
    "rectangle: \n",
    "    formula: Rectangle(contact, rl, rL)\n",
    "    style:\n",
    "        linecolor: blue\n",
    "        filled_curves: blue\n",
    "    transform: [\"rotate(-theta, contact)\",\n",
    "                \"translate(-rl/2*tangent_vec)\"]\n",
    "N: \n",
    "    formula: Force(contact - rl*normal_vec, contact, r'$N$', text_pos='start')\n",
    "    style:\n",
    "        linecolor: black\n",
    "wheel: \n",
    "    formula: \"Composition({'outer': rectangle})\"   \n",
    "    style:\n",
    "        shadow: 1\n",
    "mc:\n",
    "    formula: Text(r'$c$', c)\n",
    "body: \n",
    "    formula: \"Composition({'wheel': wheel, 'N': N, 'mc': mc})\"\n",
    "    style:\n",
    "        linecolor: black\n",
    "mB:\n",
    "    formula: Text(r'$B$',B)\n",
    "mA:\n",
    "    formula: Text(r'$A$', A)\n",
    "wall: \n",
    "    formula: Wall(x=[A[0], B[0]], y=[A[1], B[1]], thickness=-0.25,transparent=False)\n",
    "    style:\n",
    "        linecolor: black    \n",
    "x_const: \n",
    "    formula: Line(contact, contact + point(0,4))\n",
    "    style:\n",
    "        linestyle: dotted\n",
    "    transform: rotate(-theta, contact)\n",
    "x_axis: \n",
    "    formula: \"Axis(start=contact+ 2*rl*normal_vec, length=2*rl,label='$x$', rotation_angle=-theta)\"\n",
    "plan: \n",
    "    formula: \"Composition({'body': body, 'inclined wall': wall, 'x start': x_const, 'x axis': x_axis, 'mA': mA, 'mB': mB})\"\n",
    "mg: \n",
    "    formula: Gravity(c, rl, text='$Mg$')\n",
    "    style:\n",
    "        linecolor: black\n",
    "angle: \n",
    "    formula: \"Arc_wText(r'$<bslash>theta$', center=B, radius=3, start_angle=180-theta, arc_angle=theta, fontsize=fontsize)\"\n",
    "    style:\n",
    "        linecolor: black\n",
    "        linewidth: 1\n",
    "ground: \n",
    "     formula: Line((B[0]-L/10., 0), (B[0]-L/2.,0))\n",
    "     stlye:\n",
    "         linecolor: black\n",
    "         linestyle: dashed\n",
    "         linewidth: 1\n",
    "friction: \n",
    "    formula: \"Composition({'plan': plan, 'ground': ground, 'mg': mg, 'angle': angle})\"\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Read yaml sketch definition, draw it"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "sketchParse(gw,myfig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "d = myfig['friction'].draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "drawing_tool.display()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "def doright(change):\n",
    "    rotate(-5)\n",
    "def doleft(change):\n",
    "    rotate(5)\n",
    "def rotate(theta):\n",
    "    angle = myfig['theta']\n",
    "    angle -= theta\n",
    "    myfig['theta'] = angle\n",
    "    drawing_tool.erase()\n",
    "    x = myfig['plan']['body']['mc'].x\n",
    "    y = myfig['plan']['body']['mc'].y\n",
    "    myfig['plan'].rotate(theta,myfig['B'])\n",
    "    xf = myfig['plan']['body']['mc'].x\n",
    "    yf = myfig['plan']['body']['mc'].y\n",
    "    trans = point(xf-x,yf-y)\n",
    "    myfig['angle'].changeAngle(180-angle, angle)\n",
    "    myfig['mg'].translate(trans)\n",
    "    myfig['friction'].draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "left = Button(\n",
    "    description = '',\n",
    "    icon = 'rotate-left',\n",
    ")\n",
    "left.on_click(doleft)\n",
    "right = Button(\n",
    "    description = '',\n",
    "    icon = 'rotate-right',\n",
    ")\n",
    "right.on_click(doright)\n",
    "output = Output()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "applayout = AppLayout(\n",
    "    center=output,\n",
    "    footer=HBox([left,right]),\n",
    "    pane_heights=[0, 6, 1]\n",
    ")\n",
    "#drawing_tool.mpl.ion()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b6c156cd73a94a479f9a140bf3008ff0",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "AppLayout(children=(HBox(children=(Button(icon='rotate-left', style=ButtonStyle()), Button(icon='rotate-right'…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "applayout"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "with output:\n",
    "    clear_output()\n",
    "    display(drawing_tool.mpl.gcf().canvas)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Turn it interactiv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "drawing_tool.mpl.ion()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use left and right rotation button to rotate the sketch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'arc': {\n",
       " 'arc': \"181 (x,y) coords linewidth=1\",},\n",
       " 'text': 'text \"$\\\\theta$\" at (7.86863,0.987317)'}"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "myfig['angle'].shapes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Simulate sketch rotation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Using SVG"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
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       "   <cc:Work>\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n",
       "    <dc:date>2020-08-03T13:05:15.684282</dc:date>\n",
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       "     <use transform=\"scale(0.996264)\" xlink:href=\"#CMMI12-120\"/>\n",
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       "   </g>\n",
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       "   <g id=\"text_7\">\n",
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       " <defs>\n",
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       " <defs>\n",
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       "   <rect fill=\"#ffffff\" height=\"73\" width=\"73\" x=\"0\" y=\"0\"/>\n",
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       " </defs>\n",
       "</svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(0,10):\n",
    "    doright(None)\n",
    "    clear_output(wait=True)\n",
    "    display(SVG(sketch2SVG()))\n",
    "    time.sleep(0.01)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Using PNG"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=640x480 at 0x26E4E6E1C40>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(0,10):\n",
    "    doright(None)\n",
    "    clear_output(wait=True)\n",
    "    display(sketch2PNG()) \n",
    "    time.sleep(0.01)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### take a canvas snapshot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=640x480 at 0x26E4EA9BAF0>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "drawing_tool.mpl.gcf().canvas.print_png(\"friction.png\")\n",
    "from PIL import Image\n",
    "img = Image.open(\"friction.png\")\n",
    "img"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Sketch composition"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "graphviz [('Composition:\\\\nfriction', 'Composition:\\\\nplan'), ('Composition:\\\\nplan', 'Composition:\\\\nbody'), ('Composition:\\\\nbody', 'Composition:\\\\nwheel'), ('Composition:\\\\nwheel', 'Rectangle:\\\\nouter'), ('Rectangle:\\\\nouter', 'Curve:\\\\nrectangle'), ('Composition:\\\\nbody', 'Force:\\\\nN'), ('Force:\\\\nN', 'Line:\\\\narrow'), ('Line:\\\\narrow', 'Curve:\\\\nline'), ('Force:\\\\nN', 'Text:\\\\ntext'), ('Composition:\\\\nbody', 'Text:\\\\nmc'), ('Composition:\\\\nplan', 'Wall:\\\\ninclined wall'), ('Wall:\\\\ninclined wall', 'Curve:\\\\nwall'), ('Composition:\\\\nplan', 'Line:\\\\nx start'), ('Line:\\\\nx start', 'Curve:\\\\nline'), ('Composition:\\\\nplan', 'Axis:\\\\nx axis'), ('Axis:\\\\nx axis', 'Arrow3:\\\\narrow'), ('Arrow3:\\\\narrow', 'Line:\\\\nline'), ('Line:\\\\nline', 'Curve:\\\\nline'), ('Arrow3:\\\\narrow', 'Line:\\\\nhead left'), ('Line:\\\\nhead left', 'Curve:\\\\nline'), ('Arrow3:\\\\narrow', 'Line:\\\\nhead right'), ('Line:\\\\nhead right', 'Curve:\\\\nline'), ('Axis:\\\\nx axis', 'Text:\\\\nlabel'), ('Composition:\\\\nplan', 'Text:\\\\nmA'), ('Composition:\\\\nplan', 'Text:\\\\nmB'), ('Composition:\\\\nfriction', 'Line:\\\\nground'), ('Line:\\\\nground', 'Curve:\\\\nline'), ('Composition:\\\\nfriction', 'Gravity:\\\\nmg'), ('Gravity:\\\\nmg', 'Line:\\\\narrow'), ('Line:\\\\narrow', 'Curve:\\\\nline'), ('Gravity:\\\\nmg', 'Text:\\\\ntext'), ('Composition:\\\\nfriction', 'Arc_wText:\\\\nangle'), ('Arc_wText:\\\\nangle', 'Arc:\\\\narc'), ('Arc:\\\\narc', 'Curve:\\\\narc'), ('Arc_wText:\\\\nangle', 'Text:\\\\ntext')] defaultdict(<function Shape.graphviz_dot.<locals>.<lambda> at 0x0000026E4E9629D0>, {'Composition:\\\\nplan': 1, 'Composition:\\\\nfriction': 0, 'Composition:\\\\nbody': 1, 'Composition:\\\\nwheel': 1, 'Rectangle:\\\\nouter': 1, 'Curve:\\\\nrectangle': 1, 'Force:\\\\nN': 1, 'Line:\\\\narrow': 2, 'Curve:\\\\nline': 7, 'Text:\\\\ntext': 3, 'Text:\\\\nmc': 1, 'Wall:\\\\ninclined wall': 1, 'Curve:\\\\nwall': 1, 'Line:\\\\nx start': 1, 'Axis:\\\\nx axis': 1, 'Arrow3:\\\\narrow': 1, 'Line:\\\\nline': 1, 'Line:\\\\nhead left': 1, 'Line:\\\\nhead right': 1, 'Text:\\\\nlabel': 1, 'Text:\\\\nmA': 1, 'Text:\\\\nmB': 1, 'Line:\\\\nground': 1, 'Gravity:\\\\nmg': 1, 'Arc_wText:\\\\nangle': 1, 'Arc:\\\\narc': 1, 'Curve:\\\\narc': 1})\n",
      "[('Composition:\\\\nfriction', 'Composition:\\\\nplan'), ('Composition:\\\\nplan', 'Composition:\\\\nbody'), ('Composition:\\\\nbody', 'Composition:\\\\nwheel'), ('Composition:\\\\nwheel', 'Rectangle:\\\\nouter'), ('Rectangle:\\\\nouter', 'Curve:\\\\nrectangle'), ('Composition:\\\\nbody', 'Force:\\\\nN'), ('Force:\\\\nN', 'Line:\\\\narrow (1)'), ('Line:\\\\narrow (1)', 'Curve:\\\\nline (1)'), ('Force:\\\\nN', 'Text:\\\\ntext (1)'), ('Composition:\\\\nbody', 'Text:\\\\nmc'), ('Composition:\\\\nplan', 'Wall:\\\\ninclined wall'), ('Wall:\\\\ninclined wall', 'Curve:\\\\nwall'), ('Composition:\\\\nplan', 'Line:\\\\nx start'), ('Line:\\\\nx start', 'Curve:\\\\nline (2)'), ('Composition:\\\\nplan', 'Axis:\\\\nx axis'), ('Axis:\\\\nx axis', 'Arrow3:\\\\narrow'), ('Arrow3:\\\\narrow', 'Line:\\\\nline'), ('Line:\\\\nline', 'Curve:\\\\nline (3)'), ('Arrow3:\\\\narrow', 'Line:\\\\nhead left'), ('Line:\\\\nhead left', 'Curve:\\\\nline (4)'), ('Arrow3:\\\\narrow', 'Line:\\\\nhead right'), ('Line:\\\\nhead right', 'Curve:\\\\nline (5)'), ('Axis:\\\\nx axis', 'Text:\\\\nlabel'), ('Composition:\\\\nplan', 'Text:\\\\nmA'), ('Composition:\\\\nplan', 'Text:\\\\nmB'), ('Composition:\\\\nfriction', 'Line:\\\\nground'), ('Line:\\\\nground', 'Curve:\\\\nline (6)'), ('Composition:\\\\nfriction', 'Gravity:\\\\nmg'), ('Gravity:\\\\nmg', 'Line:\\\\narrow (2)'), ('Line:\\\\narrow (2)', 'Curve:\\\\nline (7)'), ('Gravity:\\\\nmg', 'Text:\\\\ntext (2)'), ('Composition:\\\\nfriction', 'Arc_wText:\\\\nangle'), ('Arc_wText:\\\\nangle', 'Arc:\\\\narc'), ('Arc:\\\\narc', 'Curve:\\\\narc'), ('Arc_wText:\\\\nangle', 'Text:\\\\ntext (3)')]\n",
      "Run dot -Tpng -o friction.png friction.dot\n"
     ]
    }
   ],
   "source": [
    "myfig['friction'].graphviz_dot('friction')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=1662x681 at 0x26E4EA7C670>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "!dot -Tpng -o dotfriction.png friction.dot\n",
    "from PIL import Image\n",
    "img = Image.open(\"dotfriction.png\")\n",
    "img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}