{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/stammler/dustpy/HEAD?labpath=examples%2F1_basics.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1. Basic usage\n",
    "\n",
    "`DustPy` is using on the `simframe` framework for running scientific simulations. For a detailed description of the usage of `simframe` please have a look at the [Simframe Documentation](https://simframe.rtfd.io/).\n",
    "\n",
    "This notebook demonstrates how to run the most simple `DustPy` model, i.e., the model that is run by default, how to plot data, and how to resume simulations from dump files."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The Simulation Frame\n",
    "\n",
    "To set up a model we have to import the `Simulation` class from the `DustPy` package."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:24:27.004675Z",
     "iopub.status.busy": "2023-11-30T11:24:27.003879Z",
     "iopub.status.idle": "2023-11-30T11:24:28.880208Z",
     "shell.execute_reply": "2023-11-30T11:24:28.878035Z"
    }
   },
   "outputs": [],
   "source": [
    "from dustpy import Simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can now create an instance of this class."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:24:28.888805Z",
     "iopub.status.busy": "2023-11-30T11:24:28.887504Z",
     "iopub.status.idle": "2023-11-30T11:24:28.898365Z",
     "shell.execute_reply": "2023-11-30T11:24:28.896769Z"
    }
   },
   "outputs": [],
   "source": [
    "sim = Simulation()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "At this stage `sim` is an empty simulation object that controls our simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:24:28.905088Z",
     "iopub.status.busy": "2023-11-30T11:24:28.904382Z",
     "iopub.status.idle": "2023-11-30T11:24:28.919491Z",
     "shell.execute_reply": "2023-11-30T11:24:28.918078Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DustPy\n",
       "------\n",
       "    dust         : Group (Dust quantities)\n",
       "    gas          : Group (Gas quantities)\n",
       "    grid         : Group (Grid quantities)\n",
       "    star         : Group (Stellar quantities)\n",
       "  -----\n",
       "    t            : NoneType\n",
       "  -----\n",
       "    Integrator   : \u001b[93mnot specified\u001b[0m\n",
       "    Writer       : \u001b[93mnot specified\u001b[0m"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "All the fields are initialized with `None`. All attributes can be easiliy addressed via e.g."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:24:28.974065Z",
     "iopub.status.busy": "2023-11-30T11:24:28.972837Z",
     "iopub.status.idle": "2023-11-30T11:24:28.982637Z",
     "shell.execute_reply": "2023-11-30T11:24:28.981370Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Group (Gas quantities)\n",
       "----------------------\n",
       "    boundary     : Group (Boundary conditions)\n",
       "    S            : Group (Source terms)\n",
       "    v            : Group (Velocities)\n",
       "  -----\n",
       "    alpha        : NoneType\n",
       "    cs           : NoneType\n",
       "    eta          : NoneType\n",
       "    Fi           : NoneType\n",
       "    gamma        : NoneType\n",
       "    Hp           : NoneType\n",
       "    mfp          : NoneType\n",
       "    mu           : NoneType\n",
       "    n            : NoneType\n",
       "    nu           : NoneType\n",
       "    P            : NoneType\n",
       "    rho          : NoneType\n",
       "    Sigma        : NoneType\n",
       "    SigmaFloor   : NoneType\n",
       "    T            : NoneType\n",
       "  -----"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim.gas"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Initializing\n",
    "\n",
    "We can now initialize the `sim` object with `Simulation.initialize()`. `DustPy` will then fill all the fields with default values."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:24:28.987202Z",
     "iopub.status.busy": "2023-11-30T11:24:28.986485Z",
     "iopub.status.idle": "2023-11-30T11:24:29.616247Z",
     "shell.execute_reply": "2023-11-30T11:24:29.615057Z"
    }
   },
   "outputs": [],
   "source": [
    "sim.initialize()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As you can see, the `sim` object has now values assigned to its fields.  \n",
    "**All quantities are in cgs units.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:24:29.622240Z",
     "iopub.status.busy": "2023-11-30T11:24:29.621657Z",
     "iopub.status.idle": "2023-11-30T11:24:29.631630Z",
     "shell.execute_reply": "2023-11-30T11:24:29.630134Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Group (Gas quantities)\n",
       "----------------------\n",
       "    boundary     : Group (Boundary conditions)\n",
       "    S            : Group (Source terms)\n",
       "    v            : Group (Velocities)\n",
       "  -----\n",
       "    alpha        : Field (Turbulent alpha parameter)\n",
       "    cs           : Field (Sound speed [cm/s])\n",
       "    eta          : Field (Pressure gradient parameter)\n",
       "    Fi           : Field (Gas flux interfaces [g/cm/s])\n",
       "    gamma        : Field (Adiabatic index)\n",
       "    Hp           : Field (Pressure scale height [cm])\n",
       "    mfp          : Field (Midplane mean free path [cm])\n",
       "    mu           : Field (Mean molecular weight [g])\n",
       "    n            : Field (Miplane number density [1/cm³])\n",
       "    nu           : Field (Kinematic viscosity [cm²/s])\n",
       "    P            : Field (Midplane pressure [g/cm/s²])\n",
       "    rho          : Field (Miplane mass density [g/cm³])\n",
       "    Sigma        : Field (Surface density [g/cm²])\n",
       "    SigmaFloor   : Field (Floor value of surface density [g/cm²])\n",
       "    T            : Field (Temperature [K])\n",
       "  -----"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim.gas"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can also display the full table of contents of the `sim` object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:24:29.637768Z",
     "iopub.status.busy": "2023-11-30T11:24:29.637044Z",
     "iopub.status.idle": "2023-11-30T11:24:29.646464Z",
     "shell.execute_reply": "2023-11-30T11:24:29.645087Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[94mDustPy\u001b[0m\n",
      "    - \u001b[94mdust\u001b[0m: \u001b[94mGroup (Dust quantities)\u001b[0m\n",
      "        - \u001b[94ma\u001b[0m: Field (Particle size [cm])\n",
      "        - \u001b[94mbackreaction\u001b[0m: \u001b[94mGroup (Backreaction coefficients)\u001b[0m\n",
      "            - \u001b[94mA\u001b[0m: Field (Pull factor)\n",
      "            - \u001b[94mB\u001b[0m: Field (Push factor)\n",
      "        - \u001b[94mboundary\u001b[0m: \u001b[94mGroup (Boundary conditions)\u001b[0m\n",
      "            - \u001b[94minner\u001b[0m: Constant gradient\n",
      "            - \u001b[94mouter\u001b[0m: Value\n",
      "        - \u001b[94mcoagulation\u001b[0m: \u001b[94mGroup (Coagulation quantities)\u001b[0m\n",
      "            - \u001b[94mA\u001b[0m: Field (Fragment normalization factors), \u001b[95mconstant\u001b[0m\n",
      "            - \u001b[94meps\u001b[0m: Field (Remnant mass distribution), \u001b[95mconstant\u001b[0m\n",
      "            - \u001b[94mlf_ind\u001b[0m: Field (Index of largest fragment), \u001b[95mconstant\u001b[0m\n",
      "            - \u001b[94mphi\u001b[0m: Field (Fragment distribution), \u001b[95mconstant\u001b[0m\n",
      "            - \u001b[94mrm_ind\u001b[0m: Field (Smaller index of remnant), \u001b[95mconstant\u001b[0m\n",
      "            - \u001b[94mstick\u001b[0m: Field (Sticking matrix), \u001b[95mconstant\u001b[0m\n",
      "            - \u001b[94mstick_ind\u001b[0m: Field (Non-zero elements of sticking matrix), \u001b[95mconstant\u001b[0m\n",
      "        - \u001b[94mD\u001b[0m: Field (Diffusivity [cm²/s])\n",
      "        - \u001b[94mdelta\u001b[0m: \u001b[94mGroup (Mixing parameters)\u001b[0m\n",
      "            - \u001b[94mrad\u001b[0m: Field (Radial mixing parameter)\n",
      "            - \u001b[94mturb\u001b[0m: Field (Turbulent mixing parameter)\n",
      "            - \u001b[94mvert\u001b[0m: Field (Vertical mixing parameter)\n",
      "        - \u001b[94meps\u001b[0m: Field (Dust-to-gas ratio)\n",
      "        - \u001b[94mFi\u001b[0m: \u001b[94mGroup (Fluxes)\u001b[0m\n",
      "            - \u001b[94madv\u001b[0m: Field (Advective flux [g/cm/s])\n",
      "            - \u001b[94mdiff\u001b[0m: Field (Diffusive flux [g/cm/s])\n",
      "            - \u001b[94mtot\u001b[0m: Field (Total flux [g/cm/s])\n",
      "        - \u001b[94mfill\u001b[0m: Field (Filling factor)\n",
      "        - \u001b[94mH\u001b[0m: Field (Scale heights [cm])\n",
      "        - \u001b[94mkernel\u001b[0m: Field (Collision kernel [cm²/s])\n",
      "        - \u001b[94mp\u001b[0m: \u001b[94mGroup (Probabilities)\u001b[0m\n",
      "            - \u001b[94mfrag\u001b[0m: Field (Fragmentation probability)\n",
      "            - \u001b[94mstick\u001b[0m: Field (Sticking probability)\n",
      "        - \u001b[94mrho\u001b[0m: Field (Midplane mass density per mass bin [g/cm³])\n",
      "        - \u001b[94mrhos\u001b[0m: Field (Solid state density [g/cm³])\n",
      "        - \u001b[94mS\u001b[0m: \u001b[94mGroup (Sources)\u001b[0m\n",
      "            - \u001b[94mcoag\u001b[0m: Field (Coagulation sources [g/cm²/s])\n",
      "            - \u001b[94mext\u001b[0m: Field (External sources [g/cm²/s])\n",
      "            - \u001b[94mhyd\u001b[0m: Field (Hydrodynamic sources [g/cm²/s])\n",
      "            - \u001b[94mtot\u001b[0m: Field (Tot sources [g/cm²/s])\n",
      "        - \u001b[94mSigma\u001b[0m: Field (Surface density per mass bin [g/cm²])\n",
      "        - \u001b[94mSigmaFloor\u001b[0m: Field (Floor value of surface density [g/cm²])\n",
      "        - \u001b[94mSt\u001b[0m: Field (Stokes number)\n",
      "        - \u001b[94mv\u001b[0m: \u001b[94mGroup (Velocities)\u001b[0m\n",
      "            - \u001b[94mdriftmax\u001b[0m: Field (Maximum drift velocity [cm/s])\n",
      "            - \u001b[94mfrag\u001b[0m: Field (Fragmentation velocity [cm/s])\n",
      "            - \u001b[94mrad\u001b[0m: Field (Radial velocity [cm/s])\n",
      "            - \u001b[94mrel\u001b[0m: \u001b[94mGroup (Relative velocities)\u001b[0m\n",
      "                - \u001b[94mazi\u001b[0m: Field (Relative azimuthal velocity [cm/s])\n",
      "                - \u001b[94mbrown\u001b[0m: Field (Relative Brownian motion velocity [cm/s])\n",
      "                - \u001b[94mrad\u001b[0m: Field (Relative radial velocity [cm/s])\n",
      "                - \u001b[94mtot\u001b[0m: Field (Total relative velocity [cm/s])\n",
      "                - \u001b[94mturb\u001b[0m: Field (Relative turbulent velocity [cm/s])\n",
      "                - \u001b[94mvert\u001b[0m: Field (Relative vertical settling velocity [cm/s])\n",
      "    - \u001b[94mgas\u001b[0m: \u001b[94mGroup (Gas quantities)\u001b[0m\n",
      "        - \u001b[94malpha\u001b[0m: Field (Turbulent alpha parameter)\n",
      "        - \u001b[94mboundary\u001b[0m: \u001b[94mGroup (Boundary conditions)\u001b[0m\n",
      "            - \u001b[94minner\u001b[0m: Constant gradient\n",
      "            - \u001b[94mouter\u001b[0m: Value\n",
      "        - \u001b[94mcs\u001b[0m: Field (Sound speed [cm/s])\n",
      "        - \u001b[94meta\u001b[0m: Field (Pressure gradient parameter)\n",
      "        - \u001b[94mFi\u001b[0m: Field (Gas flux interfaces [g/cm/s])\n",
      "        - \u001b[94mgamma\u001b[0m: Field (Adiabatic index)\n",
      "        - \u001b[94mHp\u001b[0m: Field (Pressure scale height [cm])\n",
      "        - \u001b[94mmfp\u001b[0m: Field (Midplane mean free path [cm])\n",
      "        - \u001b[94mmu\u001b[0m: Field (Mean molecular weight [g])\n",
      "        - \u001b[94mn\u001b[0m: Field (Miplane number density [1/cm³])\n",
      "        - \u001b[94mnu\u001b[0m: Field (Kinematic viscosity [cm²/s])\n",
      "        - \u001b[94mP\u001b[0m: Field (Midplane pressure [g/cm/s²])\n",
      "        - \u001b[94mrho\u001b[0m: Field (Miplane mass density [g/cm³])\n",
      "        - \u001b[94mS\u001b[0m: \u001b[94mGroup (Source terms)\u001b[0m\n",
      "            - \u001b[94mext\u001b[0m: Field (External sources [g/cm²/s])\n",
      "            - \u001b[94mhyd\u001b[0m: Field (Hydrodynamic sources [g/cm²/s])\n",
      "            - \u001b[94mtot\u001b[0m: Field (Total sources [g/cm²/s])\n",
      "        - \u001b[94mSigma\u001b[0m: Field (Surface density [g/cm²])\n",
      "        - \u001b[94mSigmaFloor\u001b[0m: Field (Floor value of surface density [g/cm²])\n",
      "        - \u001b[94mT\u001b[0m: Field (Temperature [K])\n",
      "        - \u001b[94mv\u001b[0m: \u001b[94mGroup (Velocities)\u001b[0m\n",
      "            - \u001b[94mrad\u001b[0m: Field (Radial velocity [cm/s])\n",
      "            - \u001b[94mvisc\u001b[0m: Field (Viscous accretion velocity [cm/s])\n",
      "    - \u001b[94mgrid\u001b[0m: \u001b[94mGroup (Grid quantities)\u001b[0m\n",
      "        - \u001b[94mA\u001b[0m: Field (Radial grid annulus area [cm²]), \u001b[95mconstant\u001b[0m\n",
      "        - \u001b[94mm\u001b[0m: Field (Mass grid [g]), \u001b[95mconstant\u001b[0m\n",
      "        - \u001b[94mNm\u001b[0m: Field (# of mass bins), \u001b[95mconstant\u001b[0m\n",
      "        - \u001b[94mNr\u001b[0m: Field (# of radial grid cells), \u001b[95mconstant\u001b[0m\n",
      "        - \u001b[94mOmegaK\u001b[0m: Field (Keplerian frequency [1/s])\n",
      "        - \u001b[94mr\u001b[0m: Field (Radial grid cell centers [cm]), \u001b[95mconstant\u001b[0m\n",
      "        - \u001b[94mri\u001b[0m: Field (Radial grid cell interfaces [cm]), \u001b[95mconstant\u001b[0m\n",
      "    - \u001b[94mstar\u001b[0m: \u001b[94mGroup (Stellar quantities)\u001b[0m\n",
      "        - \u001b[94mL\u001b[0m: Field (Luminosity [erg/s])\n",
      "        - \u001b[94mM\u001b[0m: Field (Mass [g])\n",
      "        - \u001b[94mR\u001b[0m: Field (Radius [cm])\n",
      "        - \u001b[94mT\u001b[0m: Field (Effective temperature [K])\n",
      "    - \u001b[94mt\u001b[0m: IntVar (Time [s]), \u001b[95mIntegration variable\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "sim.toc"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Running a Simulation\n",
    "\n",
    "The simulation is now ready to go. This will take a few minutes. The default simulation is running for 100,000 years."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:24:29.652740Z",
     "iopub.status.busy": "2023-11-30T11:24:29.652026Z",
     "iopub.status.idle": "2023-11-30T11:49:51.405831Z",
     "shell.execute_reply": "2023-11-30T11:49:51.404950Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "DustPy v1.0.5\n",
      "\n",
      "Documentation: https://stammler.github.io/dustpy/\n",
      "PyPI:          https://pypi.org/project/dustpy/\n",
      "GitHub:        https://github.com/stammler/dustpy/\n",
      "\u001b[94m\n",
      "Please cite Stammler & Birnstiel (2022).\u001b[0m\n",
      "\n",
      "\u001b[93mChecking for mass conservation...\n",
      "\u001b[0m\n",
      "\u001b[93m    - Sticking:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 2.75e-14\u001b[0m\n",
      "        for particle collision\n",
      "            m[114] =  1.93e+04 g    with\n",
      "            m[116] =  3.73e+04 g\u001b[0m\n",
      "\u001b[93m    - Full fragmentation:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 5.55e-16\u001b[0m\n",
      "        for particle collision\n",
      "            m[55] =  7.20e-05 g    with\n",
      "            m[55] =  7.20e-05 g\u001b[0m\n",
      "\u001b[93m    - Erosion:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 1.78e-15\u001b[0m\n",
      "        for particle collision\n",
      "            m[110] =  5.18e+03 g    with\n",
      "            m[118] =  7.20e+04 g\n",
      "\u001b[0m\n",
      "Creating data directory 'data'.\n",
      "Writing file \u001b[94mdata/data0000.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0001.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0002.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0003.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0004.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0005.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0006.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0007.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0008.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0009.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0010.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0011.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0012.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0013.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0014.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0015.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0016.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0017.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0018.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0019.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0020.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mdata/data0021.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Execution time: \u001b[94m0:25:21\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "sim.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "By default `DustPy` has written output files into the `data/` directory."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plotting\n",
    "\n",
    "`DustPy` is coming with a simple plotting script that can be used to check the status of a simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:51.411142Z",
     "iopub.status.busy": "2023-11-30T11:49:51.410899Z",
     "iopub.status.idle": "2023-11-30T11:49:51.414872Z",
     "shell.execute_reply": "2023-11-30T11:49:51.414107Z"
    }
   },
   "outputs": [],
   "source": [
    "from dustpy import plot"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The plotting script does either take the simulation object as argument or a data directory.\n",
    "\n",
    "If the argument is a simulation object the script is only plotting the current state."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:51.419954Z",
     "iopub.status.busy": "2023-11-30T11:49:51.419676Z",
     "iopub.status.idle": "2023-11-30T11:49:52.708131Z",
     "shell.execute_reply": "2023-11-30T11:49:52.706227Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1575x648.949 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot.panel(sim)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The blue and the green lines in the top left panel are analytical estimates for the fragmentation and drift barrier taken from [Birnstiel et al. (2012)](https://doi.org/10.1051/0004-6361/201118136).\n",
    "\n",
    "If you pass the data directory as argument, you also have access to the time evolution.  \n",
    "Furthermore, some plots can be addressed by specifying the time `it`, radial `ir`, or mass `im` index."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:52.717420Z",
     "iopub.status.busy": "2023-11-30T11:49:52.716595Z",
     "iopub.status.idle": "2023-11-30T11:49:54.238972Z",
     "shell.execute_reply": "2023-11-30T11:49:54.238006Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1575x648.949 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot.panel(\"data\", it=10, ir=10, im=5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The top middle and bottom left panels show the dust density distribution along the gray dashed lines in the top left panel."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It's furthermore possible to use an interactive plotting script."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:54.247681Z",
     "iopub.status.busy": "2023-11-30T11:49:54.247407Z",
     "iopub.status.idle": "2023-11-30T11:49:56.535542Z",
     "shell.execute_reply": "2023-11-30T11:49:56.534692Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1575x648.949 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot.ipanel(\"data\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Code Units\n",
    "\n",
    "The dust density distribution plotted here is given by\n",
    "\n",
    "$\\Sigma_\\mathrm{d} \\left( r \\right) = \\int\\limits_0^\\infty \\sigma \\left(r, m \\right) \\mathrm{d} \\log m$.\n",
    "\n",
    "In this way the distribution is independent of the mass grid.\n",
    "\n",
    "The code units `DustPy` uses are $\\Sigma_{\\mathrm{d},\\,i} \\left( r \\right) \\equiv \\Sigma_\\mathrm{d} \\left(r, m_i \\right)$ with\n",
    "\n",
    "$\\Sigma_\\mathrm{d} \\left( r \\right) = \\sum\\limits_i \\Sigma_{\\mathrm{d},\\,i} \\left( r \\right)$,\n",
    "\n",
    "meaning the numerical sum over the mass dimension is the dust surface density."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:56.544551Z",
     "iopub.status.busy": "2023-11-30T11:49:56.544253Z",
     "iopub.status.idle": "2023-11-30T11:49:56.551598Z",
     "shell.execute_reply": "2023-11-30T11:49:56.550696Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[1.10558450e+01 1.02993178e+01 9.59195549e+00 8.93896250e+00\n",
       " 8.32864174e+00 7.75848590e+00 7.22598369e+00 6.72858592e+00\n",
       " 6.26421498e+00 5.83081686e+00 5.42620155e+00 5.04864366e+00\n",
       " 4.69645621e+00 4.36777353e+00 4.06118666e+00 3.77532356e+00\n",
       " 3.50860884e+00 3.25989679e+00 3.02807142e+00 2.81181881e+00\n",
       " 2.61021238e+00 2.42234104e+00 2.24712484e+00 2.08381550e+00\n",
       " 1.93166208e+00 1.78979299e+00 1.65760302e+00 1.53446451e+00\n",
       " 1.41968942e+00 1.31278633e+00 1.21322188e+00 1.12046727e+00\n",
       " 1.03412179e+00 9.53725668e-01 8.78889287e-01 8.09295487e-01\n",
       " 7.44492670e-01 6.84225840e-01 6.28197359e-01 5.76099776e-01\n",
       " 5.27718147e-01 4.82764881e-01 4.41043793e-01 4.02342272e-01\n",
       " 3.66453458e-01 3.33227994e-01 3.02446805e-01 2.73990240e-01\n",
       " 2.47688216e-01 2.23422420e-01 2.01049388e-01 1.80460725e-01\n",
       " 1.61534454e-01 1.44173668e-01 1.28272126e-01 1.13746515e-01\n",
       " 1.00500117e-01 8.84600676e-02 7.75352688e-02 6.76579619e-02\n",
       " 5.87666240e-02 5.07930091e-02 4.36881105e-02 3.74080407e-02\n",
       " 3.18793025e-02 2.70181020e-02 2.27460221e-02 1.90019344e-02\n",
       " 1.57365503e-02 1.29008272e-02 1.04285647e-02 8.21052034e-03\n",
       " 6.08307277e-03 3.92338320e-03 1.93621450e-03 6.99128440e-04\n",
       " 1.85480259e-04 3.65581248e-05 5.35346523e-06 5.68845727e-07\n",
       " 4.38908175e-08 2.70624483e-09 1.34691188e-10 5.43173421e-12\n",
       " 1.76930567e-13 4.59995512e-15 9.32088975e-17 1.41486135e-18\n",
       " 1.51708088e-20 1.06317740e-22 4.45397680e-25 1.14219956e-27\n",
       " 1.04642867e-28 9.00834622e-29 7.84588136e-29 6.83347698e-29\n",
       " 5.95170965e-29 5.18372240e-29 4.51483347e-29 3.93225557e-29]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim.dust.Sigma.sum(-1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To convert this into $\\sigma$ we have to divide the code density distribution by $B = \\frac{\\Delta m}{m}$, where $\\Delta m$ is the width of the mass bin centered on $m$.\n",
    "\n",
    "Since the mass grid is strictly logarithmic the following relation holds\n",
    "\n",
    "$m_{i+1} = A \\cdot m_i$.\n",
    "\n",
    "The grid constant $A$ can be easily calculated."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:56.556629Z",
     "iopub.status.busy": "2023-11-30T11:49:56.556311Z",
     "iopub.status.idle": "2023-11-30T11:49:56.563484Z",
     "shell.execute_reply": "2023-11-30T11:49:56.562534Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.3894954943731377"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "A = np.mean(sim.grid.m[1:]/sim.grid.m[:-1])\n",
    "A"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We further assume that the mass bin center is exactly in the middle between the mass bin interfaces\n",
    "\n",
    "$m_i = \\frac{1}{2} \\left( m_{i-\\frac{1}{2}} + m_{i+\\frac{1}{2}} \\right)$.\n",
    "\n",
    "Solving for the interfaces yields\n",
    "\n",
    "$\\begin{split}\n",
    "m_{i-\\frac{1}{2}} &= \\frac{2}{A+1} m_i \\\\\n",
    "m_{i+\\frac{1}{2}} &= \\frac{2}{A+1} A\\cdot m_i.\n",
    "\\end{split}$\n",
    "\n",
    "We therefore have\n",
    "\n",
    "$\\Delta m_i = m_{i+\\frac{1}{2}} - m_{i-\\frac{1}{2}} = 2\\frac{A-1}{A+1}m_i$\n",
    "\n",
    "and \n",
    "\n",
    "$B = \\frac{\\Delta m_i}{m_i} = 2\\frac{A-1}{A+1}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:56.569271Z",
     "iopub.status.busy": "2023-11-30T11:49:56.568757Z",
     "iopub.status.idle": "2023-11-30T11:49:56.574817Z",
     "shell.execute_reply": "2023-11-30T11:49:56.573352Z"
    }
   },
   "outputs": [],
   "source": [
    "B = 2 * (A-1) / (A+1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:56.580259Z",
     "iopub.status.busy": "2023-11-30T11:49:56.579534Z",
     "iopub.status.idle": "2023-11-30T11:49:56.590467Z",
     "shell.execute_reply": "2023-11-30T11:49:56.589050Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[1.35750251e-01 1.11450049e-01 1.16073436e-01 ... 1.52526930e-23\n",
       "  2.11935481e-23 2.94483396e-23]\n",
       " [1.29655487e-01 1.06116482e-01 1.10245276e-01 ... 1.32845402e-23\n",
       "  1.84588088e-23 2.56484316e-23]\n",
       " [1.24179647e-01 1.01289473e-01 1.04943384e-01 ... 1.15703508e-23\n",
       "  1.60769503e-23 2.23388501e-23]\n",
       " ...\n",
       " [4.45718657e-46 6.19324066e-46 8.60547999e-46 ... 2.30858850e-29\n",
       "  3.20777332e-29 4.45718657e-29]\n",
       " [3.88204722e-46 5.39408712e-46 7.49505975e-46 ... 2.01069653e-29\n",
       "  2.79385376e-29 3.88204722e-29]\n",
       " [3.38112178e-46 4.69805348e-46 6.52792414e-46 ... 1.75124347e-29\n",
       "  2.43334490e-29 3.38112178e-29]]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim.dust.Sigma / B"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Reading data files\n",
    "\n",
    "If you want to read data files you can use the read/writer module provided by `simframe`, that is used to write the data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:56.596606Z",
     "iopub.status.busy": "2023-11-30T11:49:56.595935Z",
     "iopub.status.idle": "2023-11-30T11:49:56.602428Z",
     "shell.execute_reply": "2023-11-30T11:49:56.600944Z"
    }
   },
   "outputs": [],
   "source": [
    "from dustpy import hdf5writer\n",
    "\n",
    "wrtr = hdf5writer()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Make sure that the correct data directory is assigned to the writer."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:56.608632Z",
     "iopub.status.busy": "2023-11-30T11:49:56.607884Z",
     "iopub.status.idle": "2023-11-30T11:49:56.616751Z",
     "shell.execute_reply": "2023-11-30T11:49:56.615488Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Writer (HDF5 file format using h5py)\n",
       "------------------------------------\n",
       "    Data directory : data\n",
       "    File names     : data/data0000.hdf5\n",
       "    Overwrite      : False\n",
       "    Dumping        : True\n",
       "    Options        : {'com': 'lzf', 'comopts': None}\n",
       "    Verbosity      : 1"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wrtr"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can now read a single data file with"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:56.623237Z",
     "iopub.status.busy": "2023-11-30T11:49:56.622514Z",
     "iopub.status.idle": "2023-11-30T11:49:56.833096Z",
     "shell.execute_reply": "2023-11-30T11:49:56.832184Z"
    }
   },
   "outputs": [],
   "source": [
    "data0003 = wrtr.read.output(3)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This function returns a namespace and the data can simply be accessed in the same way as for the `Simulation` object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:56.838650Z",
     "iopub.status.busy": "2023-11-30T11:49:56.838393Z",
     "iopub.status.idle": "2023-11-30T11:49:56.845288Z",
     "shell.execute_reply": "2023-11-30T11:49:56.844354Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1.11442758e+003, 1.03950016e+003, 9.69534899e+002, 9.03996575e+002,\n",
       "       8.42652573e+002, 7.85281679e+002, 7.31666653e+002, 6.81591015e+002,\n",
       "       6.34839857e+002, 5.91202935e+002, 5.50478001e+002, 5.12473131e+002,\n",
       "       4.77007790e+002, 4.43912953e+002, 4.13030706e+002, 3.84213637e+002,\n",
       "       3.57324174e+002, 3.32233942e+002, 3.08823154e+002, 2.86980035e+002,\n",
       "       2.66600291e+002, 2.47586611e+002, 2.29848199e+002, 2.13300346e+002,\n",
       "       1.97864019e+002, 1.83465484e+002, 1.70035958e+002, 1.57511273e+002,\n",
       "       1.45831575e+002, 1.34941033e+002, 1.24787571e+002, 1.15322622e+002,\n",
       "       1.06500891e+002, 9.82801375e+001, 9.06209726e+001, 8.34866689e+001,\n",
       "       7.68429821e+001, 7.06579849e+001, 6.49019115e+001, 5.95470123e+001,\n",
       "       5.45674173e+001, 4.99390088e+001, 4.56393015e+001, 4.16473303e+001,\n",
       "       3.79435448e+001, 3.45097100e+001, 3.13288134e+001, 2.83849764e+001,\n",
       "       2.56633720e+001, 2.31501460e+001, 2.08323432e+001, 1.86978378e+001,\n",
       "       1.67352666e+001, 1.49339667e+001, 1.32839164e+001, 1.17756796e+001,\n",
       "       1.04003528e+001, 9.14951632e+000, 8.01518836e+000, 6.98978248e+000,\n",
       "       6.06606887e+000, 5.23713926e+000, 4.49637584e+000, 3.83742439e+000,\n",
       "       3.25417178e+000, 2.74072812e+000, 2.29141364e+000, 1.90075039e+000,\n",
       "       1.56345878e+000, 1.27445866e+000, 1.02887484e+000, 8.22046251e-001,\n",
       "       6.49538378e-001, 5.07157848e-001, 3.90968245e-001, 2.97305957e-001,\n",
       "       2.22794764e-001, 1.64357939e-001, 1.19226636e-001, 8.49435663e-002,\n",
       "       5.93611962e-002, 4.06340475e-002, 2.72050959e-002, 1.77866714e-002,\n",
       "       1.13366732e-002, 7.03125139e-003, 4.23534403e-003, 2.47255688e-003,\n",
       "       1.39583152e-003, 7.60163304e-004, 3.98337858e-004, 2.00295348e-004,\n",
       "       9.63569541e-005, 4.42094325e-005, 1.92794721e-005, 7.96245913e-006,\n",
       "       3.10228830e-006, 1.13550420e-006, 3.87735143e-007, 1.00000000e-100])"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data0003.gas.Sigma"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can also read the full data directory with"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:49:56.851316Z",
     "iopub.status.busy": "2023-11-30T11:49:56.851017Z",
     "iopub.status.idle": "2023-11-30T11:50:09.009822Z",
     "shell.execute_reply": "2023-11-30T11:50:09.008130Z"
    }
   },
   "outputs": [],
   "source": [
    "data = wrtr.read.all()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The data has now an additional dimension for time."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:50:09.014984Z",
     "iopub.status.busy": "2023-11-30T11:50:09.014718Z",
     "iopub.status.idle": "2023-11-30T11:50:09.022784Z",
     "shell.execute_reply": "2023-11-30T11:50:09.021974Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(22, 100)"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.gas.Sigma.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Data files can be quite large and reading the entire data set can take some time. Is is also possible to only read a single field from the data files instead of the entire data set."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:50:09.027356Z",
     "iopub.status.busy": "2023-11-30T11:50:09.027064Z",
     "iopub.status.idle": "2023-11-30T11:50:09.043342Z",
     "shell.execute_reply": "2023-11-30T11:50:09.042497Z"
    }
   },
   "outputs": [],
   "source": [
    "SigmaGas = wrtr.read.sequence(\"gas.Sigma\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:50:09.046863Z",
     "iopub.status.busy": "2023-11-30T11:50:09.046642Z",
     "iopub.status.idle": "2023-11-30T11:50:09.051851Z",
     "shell.execute_reply": "2023-11-30T11:50:09.051095Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(22, 100)"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "SigmaGas.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It is also possible to exclude certain fields from being written into the data files to save memory by setting their `save` attribute to `False`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:50:09.055485Z",
     "iopub.status.busy": "2023-11-30T11:50:09.055262Z",
     "iopub.status.idle": "2023-11-30T11:50:09.059475Z",
     "shell.execute_reply": "2023-11-30T11:50:09.058596Z"
    }
   },
   "outputs": [],
   "source": [
    "sim.dust.kernel.save = False"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Reading Dump Files\n",
    "\n",
    "The data files are only containing the pure data, but no information about the operations `DustPy` has to perform, like customized functions. Therefore, it's not possible to directly restart a simulation from data files.\n",
    "\n",
    "`simframe` is saving by default the most recent dump file, from which a simulation can be restarted.\n",
    "\n",
    "**Attention:** Malware can be injected with dump files, which are pickled objects. Only read dump files that you have created yourself or from sources that you trust! Dump files have to be read with the same version of `DustPy` as they were written. Otherwise, it is not guaranteed to work."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:50:09.062996Z",
     "iopub.status.busy": "2023-11-30T11:50:09.062715Z",
     "iopub.status.idle": "2023-11-30T11:50:09.067247Z",
     "shell.execute_reply": "2023-11-30T11:50:09.066294Z"
    }
   },
   "outputs": [],
   "source": [
    "from dustpy import readdump"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:50:09.071125Z",
     "iopub.status.busy": "2023-11-30T11:50:09.070613Z",
     "iopub.status.idle": "2023-11-30T11:50:09.155770Z",
     "shell.execute_reply": "2023-11-30T11:50:09.154880Z"
    }
   },
   "outputs": [],
   "source": [
    "sim_restart = readdump(\"data/frame.dmp\") "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is now a simulation frame that should be identical to our previous object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:50:09.160081Z",
     "iopub.status.busy": "2023-11-30T11:50:09.159842Z",
     "iopub.status.idle": "2023-11-30T11:50:09.165748Z",
     "shell.execute_reply": "2023-11-30T11:50:09.165006Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[ True  True  True  True  True  True  True  True  True  True  True  True\n",
       "  True  True  True  True  True  True  True  True  True  True  True  True\n",
       "  True  True  True  True  True  True  True  True  True  True  True  True\n",
       "  True  True  True  True  True  True  True  True  True  True  True  True\n",
       "  True  True  True  True  True  True  True  True  True  True  True  True\n",
       "  True  True  True  True  True  True  True  True  True  True  True  True\n",
       "  True  True  True  True  True  True  True  True  True  True  True  True\n",
       "  True  True  True  True  True  True  True  True  True  True  True  True\n",
       "  True  True  True  True]"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim.gas.Sigma == sim_restart.gas.Sigma"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can now, for example, add more snapshots and restart the simulation. Here we just want to extend the run by one year."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:50:09.169388Z",
     "iopub.status.busy": "2023-11-30T11:50:09.169099Z",
     "iopub.status.idle": "2023-11-30T11:50:09.173578Z",
     "shell.execute_reply": "2023-11-30T11:50:09.172790Z"
    }
   },
   "outputs": [],
   "source": [
    "from dustpy import constants as c\n",
    "\n",
    "sim_restart.t.snapshots = np.concatenate((sim_restart.t.snapshots, [100001.*c.year]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The current time is"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:50:09.177111Z",
     "iopub.status.busy": "2023-11-30T11:50:09.176871Z",
     "iopub.status.idle": "2023-11-30T11:50:09.183150Z",
     "shell.execute_reply": "2023-11-30T11:50:09.182237Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "100000.0"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim_restart.t / c.year"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can now restart the simulation for another year."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:50:09.187839Z",
     "iopub.status.busy": "2023-11-30T11:50:09.186827Z",
     "iopub.status.idle": "2023-11-30T11:50:10.527142Z",
     "shell.execute_reply": "2023-11-30T11:50:10.526290Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "DustPy v1.0.5\n",
      "\n",
      "Documentation: https://stammler.github.io/dustpy/\n",
      "PyPI:          https://pypi.org/project/dustpy/\n",
      "GitHub:        https://github.com/stammler/dustpy/\n",
      "\u001b[94m\n",
      "Please cite Stammler & Birnstiel (2022).\u001b[0m\n",
      "\n",
      "\u001b[93mChecking for mass conservation...\n",
      "\u001b[0m\n",
      "\u001b[93m    - Sticking:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 2.75e-14\u001b[0m\n",
      "        for particle collision\n",
      "            m[114] =  1.93e+04 g    with\n",
      "            m[116] =  3.73e+04 g\u001b[0m\n",
      "\u001b[93m    - Full fragmentation:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 5.55e-16\u001b[0m\n",
      "        for particle collision\n",
      "            m[55] =  7.20e-05 g    with\n",
      "            m[55] =  7.20e-05 g\u001b[0m\n",
      "\u001b[93m    - Erosion:\u001b[0m\n",
      "\u001b[0m        max. rel. error: \u001b[92m 1.78e-15\u001b[0m\n",
      "        for particle collision\n",
      "            m[110] =  5.18e+03 g    with\n",
      "            m[118] =  7.20e+04 g\n",
      "\u001b[0m\n",
      "Writing file \u001b[94mdata/data0022.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mdata/frame.dmp\u001b[0m\n",
      "Execution time: \u001b[94m0:00:01\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "sim_restart.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Another file was written and the current time is now"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-11-30T11:50:10.530727Z",
     "iopub.status.busy": "2023-11-30T11:50:10.530492Z",
     "iopub.status.idle": "2023-11-30T11:50:10.536154Z",
     "shell.execute_reply": "2023-11-30T11:50:10.535338Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "100001.0"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim_restart.t / c.year"
   ]
  }
 ],
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