tomography/xdesign

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docs/source/demos/StandardPatterns.ipynb

Summary

Maintainability
Test Coverage
{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Standard Test Patterns\n",
    "\n",
    "Generates sidebyside plots of all the standard test patterns in xdesign."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from xdesign import *\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.gridspec as gridspec"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x300 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p = SlantedSquares(count=16, angle=5/360*2*np.pi, gap=0.01)\n",
    "sidebyside(p)\n",
    "plt.savefig('SlantedSquares_sidebyside.png', dpi='figure',\n",
    "        orientation='landscape', papertype=None, format=None,\n",
    "        transparent=True, bbox_inches='tight', pad_inches=0.0,\n",
    "        frameon=False)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x300 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "h = HyperbolicConcentric()\n",
    "sidebyside(h)\n",
    "plt.savefig('HyperbolicConcentric_sidebyside.png', dpi='figure',\n",
    "        orientation='landscape', papertype=None, format=None,\n",
    "        transparent=True, bbox_inches='tight', pad_inches=0.0,\n",
    "        frameon=False)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x300 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "u = UnitCircle(radius=0.4) \n",
    "sidebyside(u)\n",
    "plt.savefig('UnitCircle_sidebyside.png', dpi='figure',\n",
    "        orientation='landscape', papertype=None, format=None,\n",
    "        transparent=True, bbox_inches='tight', pad_inches=0.0,\n",
    "        frameon=False)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x300 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "d = DynamicRange(steps=16, jitter=True)\n",
    "sidebyside(d)\n",
    "plt.savefig('DynamicRange_sidebyside.png', dpi='figure',\n",
    "        orientation='landscape', papertype=None, format=None,\n",
    "        transparent=True, bbox_inches='tight', pad_inches=0.0,\n",
    "        frameon=False)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x300 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "l = DogaCircles(n_sizes=8, size_ratio=0.5, n_shuffles=0)\n",
    "l.rotate(np.pi/2, Point([0.0, 0.0]))\n",
    "sidebyside(l)\n",
    "plt.savefig('DogaCircles_sidebyside.png', dpi='figure',\n",
    "        orientation='landscape', papertype=None, format=None,\n",
    "        transparent=True, bbox_inches='tight', pad_inches=0.0,\n",
    "        frameon=False)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x300 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "s = SiemensStar(32)\n",
    "sidebyside(s)\n",
    "plt.savefig('SiemensStar_sidebyside.png', dpi='figure',\n",
    "        orientation='landscape', papertype=None, format=None,\n",
    "        transparent=True, bbox_inches='tight', pad_inches=0.0,\n",
    "        frameon=False)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/user/python/venvs/py373/lib/python3.7/site-packages/matplotlib/cbook/__init__.py:424: MatplotlibDeprecationWarning: \n",
      "Passing one of 'on', 'true', 'off', 'false' as a boolean is deprecated; use an actual boolean (True/False) instead.\n",
      "  warn_deprecated(\"2.2\", \"Passing one of 'on', 'true', 'off', 'false' as a \"\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1600x1200 with 12 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(8, 6), dpi=200)\n",
    "gs1 = gridspec.GridSpec(3, 4)\n",
    "gs1.update(wspace=0.4, hspace=0.4) # set the spacing between axes. \n",
    "phantoms = [l, d, u, h, p, s]\n",
    "letters = ['a','b','c','d','e','f','g']\n",
    "for i in range(0, len(phantoms)):\n",
    "    \n",
    "    axis = plt.subplot(gs1[2*i], aspect=1)\n",
    "    plot_phantom(phantoms[i], axis=axis)\n",
    "    plt.grid()\n",
    "#     axis.invert_yaxis()\n",
    "    axis.set_xticks(np.linspace(-0.5, 0.5, 6, True))\n",
    "    axis.set_yticks(np.linspace(-0.5, 0.5, 6, True))\n",
    "    plt.xlim([-.5, .5])\n",
    "    plt.ylim([-.5, .5])\n",
    "    plt.title('('+ letters[i] +')')\n",
    "    \n",
    "    axis = plt.subplot(gs1[2*i+1], aspect=1)\n",
    "    plt.imshow(discrete_phantom(phantoms[i], 200), cmap='inferno', origin='lower')\n",
    "    axis.set_xticks(np.linspace(0, 200, 6, True))\n",
    "    axis.set_yticks(np.linspace(0, 200, 6, True))\n",
    "\n",
    "plt.savefig('standard_patterns.png', dpi='figure',\n",
    "        orientation='landscape', papertype=None, format=None,\n",
    "        transparent=True, bbox_inches='tight', pad_inches=0.0,\n",
    "        frameon=False)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "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": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}