{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from numba import jit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "@jit(cache=True)\n",
    "def solvepoisson(b,nrep):\n",
    "    # b = boundary conditions, = NaN on interior of region\n",
    "    # nrep = number of iterations\n",
    "    # returns potential no the same grid as b\n",
    "    V = np.copy(b)\n",
    "    for i in range(len(V.flat)):\n",
    "        if (np.isnan(b.flat[i])):\n",
    "            V.flat[i] = 0.0\n",
    "    Vnew = np.copy(V) # See comment in text\n",
    "    Lx, Ly = b.shape[0], b.shape[1]\n",
    "    for n in range(nrep):\n",
    "        for ix in range(Lx):\n",
    "            for iy in range(Ly):\n",
    "                if (np.isnan(b[ix,iy])):\n",
    "                    Vnew[ix,iy] = (V[ix+1,iy]+V[ix-1,iy]+\\\n",
    "                                   V[ix,iy+1]+V[ix,iy-1])/4\n",
    "        V, Vnew = Vnew, V # Swap pointers to arrays\n",
    "    return V"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fc8c0b1bc10>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "N = 40\n",
    "a = 1.0 # meters\n",
    "x_A, x_B, y_A, y_B = -a,a,-a,a\n",
    "x = np.linspace(x_A,x_B,N)\n",
    "y = np.linspace(y_A,y_B,N)\n",
    "# Set up matrix of b-values\n",
    "b = np.zeros((N,N),float)\n",
    "b[:] = float('nan')\n",
    "b[0,:] = 0.0\n",
    "b[N-1,:] = 0.0\n",
    "b[:,0] = 1.0\n",
    "b[:,N-1] = 0.0\n",
    "# Visualize results\n",
    "plt.imshow(b.T,origin='lower')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "nrep = 2000\n",
    "V = solvepoisson(b,nrep)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-1.0, 1.0, -1.0, 1.0)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x504 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "rx,ry = np.meshgrid(x,y,indexing=\"ij\")\n",
    "plt.figure(figsize=(8,7))\n",
    "plt.contourf(rx,ry,V,cmap=\"viridis\") # viridis, plasma, inferno, magma\n",
    "plt.colorbar()\n",
    "Ex,Ey = np.gradient(-V)\n",
    "plt.quiver(rx,ry,Ex,Ey)\n",
    "plt.axis('equal')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot surface instead\n",
    "from mpl_toolkits.mplot3d import Axes3D  \n",
    "from matplotlib import cm\n",
    "\n",
    "fig = plt.figure(figsize=(10,8))\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "\n",
    "ax.plot_surface(rx,ry,V,cmap=cm.viridis) # coolwarm\n",
    "\n",
    "ax.view_init(20, 60)\n",
    "ax.set_xlabel('$x$')\n",
    "ax.set_ylabel('$y$')\n",
    "ax.set_zlabel('$V$')\n",
    "plt.show()"
   ]
  },
  {
   "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": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
