{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/home/martinon/miniconda3/lib/python3.7/site-packages/bocop-3.0.4-py3.7.egg/bocop\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams['figure.figsize'] = [10, 5]\n",
    "plt.rcParams['figure.dpi'] = 200\n",
    "import os\n",
    "import bocop\n",
    "bocop_root_path = os.path.dirname(bocop.__file__)\n",
    "print(bocop_root_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Executing cmake ... OK Executing make ... OK \n",
      "Executing  ./bocop  ... \n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x1000 with 7 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "problem_path = \".\" # using local problem definition\n",
    "clean = 1\n",
    "debug = 0\n",
    "graph = 2\n",
    "verbose = 1\n",
    "solution = bocop.solve(problem_path, clean, debug, graph, verbose)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Bocop returns status 4 with objective -1.574e+05 and constraint violation 8.479e-11\n",
      "Costate at first time stage (t0+h/2):  [9.38407746098279, 189.839969296884, 1945.15896535919]\n",
      "Multipliers for initial conditions:  [   9.4113218   205.00551653 1755.56481406]\n"
     ]
    }
   ],
   "source": [
    "print(\"Bocop returns status {} with objective {:2.4g} and constraint violation {:2.4g}\".format(solution.status,solution.objective,solution.constraints))\n",
    "p0 = []\n",
    "for i in range(solution.dim_state):\n",
    "    p0.append(solution.costate[i][0])\n",
    "print(\"Costate at first time stage (t0+h/2): \",p0)\n",
    "print(\"Multipliers for initial conditions: \",solution.boundarycond_multipliers[0:solution.dim_state])"
   ]
  },
  {
   "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": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}