{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# MinDE System with Mesoscopic Simulator"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Fange D, Elf J (2006) Noise-Induced Min Phenotypes in E. coli. PLoS Comput Biol 2(6): e80. doi:10.1371/journal.pcbi.0020080"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "from ecell4 import *\n",
    "from ecell4_base.core import *\n",
    "from ecell4_base import meso"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Declaring `Species` and `ReactionRule`s:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "with species_attributes():\n",
    "    D | DE | {\"D\": 0.01, \"location\": \"M\"}\n",
    "    D_ADP | D_ATP | E | {\"D\": 2.5, \"location\": \"C\"}\n",
    "\n",
    "with reaction_rules():\n",
    "    D_ATP + M > D | 0.0125\n",
    "    D_ATP + D > D + D | 9e+6 * (1e+15 / N_A)\n",
    "    D + E > DE | 5.58e+7 * (1e+15 / N_A)\n",
    "    DE > D_ADP + E | 0.7\n",
    "    D_ADP > D_ATP | 0.5\n",
    "\n",
    "m = get_model()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Make a `World`. The second argument, `0.05`, means its subvolume length:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "w = meso.World(Real3(4.6, 1.1, 1.1), 0.05)\n",
    "w.bind_to(m)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Make a structures. `Species` `C` is for cytoplasm, and `M` is for membrane:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "rod = Rod(3.5, 0.55, w.edge_lengths() * 0.5)\n",
    "w.add_structure(Species(\"C\"), rod)\n",
    "w.add_structure(Species(\"M\"), rod.surface())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Throw-in molecules:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "w.add_molecules(Species(\"D_ATP\"), 2001)\n",
    "w.add_molecules(Species(\"D_ADP\"), 2001)\n",
    "w.add_molecules(Species(\"E\"), 1040)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Run a simulation for 120 seconds. Two `Observer`s below are for logging. `obs1` logs only the number of molecules, and `obs2` does a whole state of the `World`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim = meso.Simulator(w)\n",
    "obs1 = FixedIntervalNumberObserver(0.1, [sp.serial() for sp in m.list_species()])\n",
    "obs2 = FixedIntervalHDF5Observer(1.0, 'minde%03d.h5')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "duration = 120\n",
    "sim.run(duration, (obs1, obs2))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Visualize the final state of the `World`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotting.plot_world(w, species_list=('D', 'DE'))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot a time course of the number of molecules:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show(obs1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    </video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotting.plot_movie(obs2, species_list=('D', 'DE'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "celltoolbar": "Tags",
  "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": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
