{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# DCR Pseudo-section Simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Efficiency Warning: Interpolation will be slow, use setup.py!\n",
      "\n",
      "            python setup.py build_ext --inplace\n",
      "    \n"
     ]
    }
   ],
   "source": [
    "from SimPEG import *\n",
    "from SimPEG.Examples import DC_PseudoSection_Simulation\n",
    "\n",
    "from ipywidgets import interactive, FloatText, FloatSlider, ToggleButtons #interactive plots!\n",
    "\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Transmitter 8 of 9 -> Time:0.957999944687 sec Transmitter 8 of 9\n",
      "Forward completed\n"
     ]
    },
    {
     "data": {
      "image/png": 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NLUtzicwncfd7pG0bkdkVklFkDAaDoak0l8h8GZe3P8lTk2nzcTIGg8FgaBp5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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x38afc88>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = DC_PseudoSection_Simulation.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now that we have a tool to forward model data in 3D space, we can experiment with different survey configurations.\n",
    "\n",
    "We here give the two options:\n",
    "pole-dipole (pdp) or dipole-dipole (dpdp).\n",
    "\n",
    "In both cases we need to specify three important parameter.\n",
    "\n",
    "a: Transmitter and receivers seperation (m)\n",
    "\n",
    "b: Dipole seperation (m)\n",
    "\n",
    "n: Number of receiver dipoles along line\n",
    "\n",
    "We can also specify values of conductivity for the background (sig0) and the two sphere anomalies (sig1 and sig2)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Transmitter 8 of 9 -> Time:0.968999862671 sec Transmitter 8 of 9\n",
      "Forward completed\n"
     ]
    },
    {
     "data": {
      "image/png": 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TpmkoFGqx/AOBgI4fP1733beX7rtvLx0/frwGAoG9Ou/Wzj9Z827t/Fsz75b8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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x38c8400>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<matplotlib.figure.Figure at 0x38c8400>,\n",
       " <matplotlib.axes._subplots.AxesSubplot at 0x187e9828>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Simul_Fct = lambda a,b,n, sig0, sig1, sig2, stype: DC_PseudoSection_Simulation.run(param = np.r_[a,b,n], sig=np.r_[sig0,sig1,sig2], stype = stype)\n",
    "\n",
    "interactive(Simul_Fct, a=FloatText(min=10.,max=40.,step=5.,value=30.),\n",
    "                        b=FloatText(min=10.,max=40.,step=5.,value=30.),\n",
    "                        n=FloatText(min=1,max=30,step=5,value=10.),\n",
    "                        sig0=FloatText(min=1e-4,max=1e+4,step=1e+1,value=1e-2),\n",
    "                        sig1=FloatText(min=1e-4,max=1e+4,step=1e+1,value=1e-1),\n",
    "                        sig2=FloatText(min=1e-4,max=1e+4,step=1e+1,value=1e-3),\n",
    "                        stype=ToggleButtons(options=['pdp','dpdp'],value='dpdp'))\n",
    "                       "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
