{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/stammler/dustpy/HEAD?labpath=examples%2Ftest_gas_evolution.ipynb)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Test: Gas Evolution\n",
    "\n",
    "In this chapter we are comparing the gas evolution to the analytical solution.\n",
    "\n",
    "## Analytical Solution\n",
    "\n",
    "Viscous gas accretion has analytical solutions as given by [Lynden-Bell & Pringle (1974)](https://doi.org/10.1093/mnras/168.3.603) or [Hartmann et al. (1998)](https://doi.org/10.1086/305277).\n",
    "\n",
    "We assume a viscously evolving disk\n",
    "\n",
    "$\\Large \\frac{\\partial}{\\partial t} \\Sigma_\\mathrm{g} = \\frac{3}{r}\\frac{\\partial}{\\partial r} \\left[ \\sqrt{r} \\frac{\\partial}{\\partial r} \\left( \\sqrt{r} \\nu \\Sigma_\\mathrm{g} \\right) \\right]$\n",
    "\n",
    "with an $\\large \\alpha$-viscosity prescription given by\n",
    "\n",
    "$\\Large \\begin{split}\n",
    "\\nu &= \\alpha \\frac{c_\\mathrm{s}^2}{\\Omega_\\mathrm{K}}\\\\\n",
    "&\\propto r^{s} \\cdot r^{q} \\cdot r^{\\frac{3}{2}} = r^\\gamma.\n",
    "\\end{split}$\n",
    "\n",
    "In the default simulation we have $\\large s=0$, $\\large q=-\\frac{1}{2}$, and therefore $\\large \\gamma=1$.\n",
    "\n",
    "This differential equation for viscous accretion has self-similar solutions given by\n",
    "\n",
    "$\\Large \\Sigma_\\mathrm{g} = \\frac{C}{3\\pi\\nu_1R^\\gamma}T^{-\\frac{5/2-\\gamma}{2-\\gamma}} \\exp \\left[ -\\frac{R^{2-\\gamma}}{T} \\right]$\n",
    "\n",
    "with a dimensionless scaling of the grid $\\large R=\\frac{r}{r_1}$, the radial scaling factor $\\large r_1$ and the viscosity at the scaling location $\\large \\nu_1=\\nu\\left(r_1\\right)$.\n",
    "\n",
    "$\\Large T=\\frac{t}{t_\\mathrm{s}}+1$ is the dimensionless time and\n",
    "\n",
    "$\\Large t_\\mathrm{s} = \\frac{1}{3 \\left( 2-\\gamma \\right)^2}\\frac{r_1^2}{\\nu_1}$.\n",
    "\n",
    "$\\large C$ is a scaling constant that defines the initial mass of the disk $\\large M_0$\n",
    "\n",
    "$\\Large C = M_0 \\frac{3\\nu_1}{2r_1^2\\left(2-\\gamma\\right)}$.\n",
    "\n",
    "We can now write a function that returns the surface density profile at any given time to compare it against the simulation result."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "def LBP74_analytical(r, rc, nu, M0, t):\n",
    "    \"\"\"Function calculates the self-similar solution of Lynden-Bell & Pringle (1974)\n",
    "    It is assuming that the viscosity follows a power law.\n",
    "    \n",
    "    Parameters\n",
    "    ----------\n",
    "    r : Field\n",
    "        Radial grid\n",
    "    rc : float\n",
    "        Initial critical cutoff radius\n",
    "    nu : Field\n",
    "        Kinematic viscosity\n",
    "    M0 : float\n",
    "        Initial disk mass\n",
    "    t : float\n",
    "        Time\n",
    "        \n",
    "    Returns\n",
    "    -------\n",
    "    Sigma : Field\n",
    "        Gas surface density profile at time t\n",
    "    \"\"\"\n",
    "    import numpy as np\n",
    "    \n",
    "    # Get power law index of viscosity\n",
    "    gamma = np.mean( np.diff( np.log10(nu) ) / np.diff( np.log10(r) ) )\n",
    "    \n",
    "    # Convert to dimensionless quantities\n",
    "    R = r/rc\n",
    "    nu1 = nu[0] * (rc/r[0])**gamma\n",
    "    ts = rc**2 / (3*nu1*(2-gamma)**2)\n",
    "    T = t/ts + 1\n",
    "    \n",
    "    # Calculate scaling constant\n",
    "    C = (2-gamma)*M0 * 3*nu1/(2*rc**2)\n",
    "    \n",
    "    return C / (3*np.pi*nu1*R**gamma) * T**(-(5/2-gamma)/(2-gamma)) * np.exp(-R**(2-gamma)/T)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We test the gas evolution for the default model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from dustpy import Simulation\n",
    "sim = Simulation()\n",
    "sim.initialize()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We want to compare the simulation to the analytical solution at four discrete snapshots between $10,000$ and $10,000,000$ years."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import dustpy.constants as c\n",
    "import numpy as np\n",
    "snapshots = np.hstack(\n",
    "    [sim.t, np.geomspace(1.e4, 1.e7, num=4) * c.year]\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 960x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(dpi=150)\n",
    "ax = fig.add_subplot(111)\n",
    "ax.loglog(sim.grid.r/c.au, sim.gas.Sigma, c=\"black\", lw=3, alpha=0.25, label=\"DustPy initial\")\n",
    "ax.loglog(sim.grid.r/c.au, LBP74_analytical(sim.grid.r, sim.ini.gas.SigmaRc, sim.gas.nu, sim.ini.gas.Mdisk, 0), \"--\", lw=1, c=\"C0\", label=\"t = 0.0e+00 yrs\")\n",
    "for i in range(1, len(snapshots)):\n",
    "    cstr = \"C\" + str(i)\n",
    "    ax.loglog(sim.grid.r/c.au, LBP74_analytical(sim.grid.r, sim.ini.gas.SigmaRc, sim.gas.nu, sim.ini.gas.Mdisk, snapshots[i]), \"--\", lw=1, c=cstr, label=\"t = {:3.1e} yrs\".format(snapshots[i]/c.year))\n",
    "ax.legend()\n",
    "ax.set_xlim(sim.grid.r[0]/c.au, sim.grid.r[-1]/c.au)\n",
    "ax.set_ylim(1.e-2, 1.e4)\n",
    "ax.set_xlabel(\"Distance from star [au]\")\n",
    "ax.set_ylabel(\"Surface density [g/cm²]\")\n",
    "fig.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setting up DustPy\n",
    "\n",
    "We now set up a `DustPy` simulation to compare the gas evolution to the analytical solutions.\n",
    "\n",
    "### Turning off Dust Evolution\n",
    "\n",
    "Since we're not interested in the dust evolution and since this is the computationally most expensive part of `DustPy`, we simply turn it off. We do this by removing the integration instruction and unsetting all updater that are not needed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.dust.S.coag[...] = 0.\n",
    "sim.dust.S.coag.updater = None\n",
    "sim.dust.S.ext[...] = 0.\n",
    "sim.dust.S.ext.updater = None\n",
    "sim.dust.S.hyd[...] = 0.\n",
    "sim.dust.S.hyd.updater = None\n",
    "sim.dust.S.tot[...] = 0.\n",
    "sim.dust.S.tot.updater = None\n",
    "sim.dust.S.updater = None\n",
    "sim.update()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Instruction (Dust: implicit 1st-order direct solver),\n",
       " Instruction (Gas: implicit 1st-order direct solver)]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim.integrator.instructions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "del(sim.integrator.instructions[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Instruction (Gas: implicit 1st-order direct solver)]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim.integrator.instructions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Modifying Integration Variable\n",
    "\n",
    "We set the desired snapshots, that we already defined above."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.t.snapshots = snapshots"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Setting Writer Options\n",
    "\n",
    "We also change the name of the output directory and allow `DustPy` to overwrite existing data files."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.writer.datadir = \"test_gas_evolution\"\n",
    "sim.writer.overwrite = True"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can now run the simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "DustPy v1.0.8\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 2.81e-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 6.66e-16\u001b[0m\n",
      "        for particle collision\n",
      "            m[90] =  7.20e+00 g    with\n",
      "            m[95] =  3.73e+01 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 test_gas_evolution.\n",
      "Writing file \u001b[94mtest_gas_evolution/data0000.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0001.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0002.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0003.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0004.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Execution time: \u001b[94m0:00:08\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "sim.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Reading and Plotting Data\n",
    "\n",
    "We now read the data and compare it to the analytical solutions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "r = sim.writer.read.sequence(\"grid.r\") / c.au\n",
    "Sigma = sim.writer.read.sequence(\"gas.Sigma\")\n",
    "nu = sim.writer.read.sequence(\"gas.nu\")\n",
    "t = sim.writer.read.sequence(\"t\") / c.year"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 960x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(dpi=150)\n",
    "ax = fig.add_subplot(111)\n",
    "ax.loglog(r[0], Sigma[0], c=\"C0\", label=\"t = 0.0e+00 yrs\")\n",
    "for i in range(1, len(sim.t.snapshots)):\n",
    "    cstr = \"C\"+str(i)\n",
    "    ax.loglog(r[i], LBP74_analytical(r[i]*c.au, sim.ini.gas.SigmaRc, nu[0], sim.ini.gas.Mdisk, t[i]*c.year), \"--\", lw=1, c=cstr)\n",
    "    ax.loglog(r[i], Sigma[i], c=cstr, label=\"t = {:3.1e} yrs\".format(t[i]))\n",
    "ax.plot(0., 0., \":\", c=\"black\", label=\"analytical\")\n",
    "ax.legend()\n",
    "ax.set_xlim(r[0, 0], r[0, -1])\n",
    "ax.set_ylim(1.e-2, 1.e4)\n",
    "ax.set_xlabel(\"Distance from star [au]\")\n",
    "ax.set_ylabel(\"Surface density [g/cm²]\")\n",
    "fig.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As you can see, the time evolution of the gas disk (in the default model) is in good agreement with the analytical solutions."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Modifying the Power Law Index\n",
    "\n",
    "We now run the same test again, but we change the initial power law index of the gas surface density profile from $-1.0$ to $-1.5$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim = Simulation()\n",
    "sim.ini.gas.SigmaExp = -1.5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.initialize()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.dust.S.coag[...] = 0.\n",
    "sim.dust.S.coag.updater = None\n",
    "sim.dust.S.ext[...] = 0.\n",
    "sim.dust.S.ext.updater = None\n",
    "sim.dust.S.hyd[...] = 0.\n",
    "sim.dust.S.hyd.updater = None\n",
    "sim.dust.S.tot[...] = 0.\n",
    "sim.dust.S.tot.updater = None\n",
    "sim.dust.S.updater = None\n",
    "sim.update()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "del(sim.integrator.instructions[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.t.snapshots = snapshots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.writer.datadir = \"test_gas_evolution\"\n",
    "sim.writer.overwrite = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "DustPy v1.0.8\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 2.81e-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 6.66e-16\u001b[0m\n",
      "        for particle collision\n",
      "            m[90] =  7.20e+00 g    with\n",
      "            m[95] =  3.73e+01 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[94mtest_gas_evolution/data0000.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0001.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0002.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0003.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0004.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Execution time: \u001b[94m0:00:11\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "sim.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "r = sim.writer.read.sequence(\"grid.r\") / c.au\n",
    "Sigma = sim.writer.read.sequence(\"gas.Sigma\")\n",
    "nu = sim.writer.read.sequence(\"gas.nu\")\n",
    "t = sim.writer.read.sequence(\"t\") / c.year"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 960x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(dpi=150)\n",
    "ax = fig.add_subplot(111)\n",
    "ax.loglog(r[0], Sigma[0], c=\"C0\", label=\"t = 0.0e+00 yrs\")\n",
    "for i in range(1, len(sim.t.snapshots)):\n",
    "    cstr = \"C\"+str(i)\n",
    "    ax.loglog(r[i], LBP74_analytical(r[i]*c.au, sim.ini.gas.SigmaRc, nu[0], sim.ini.gas.Mdisk, t[i]*c.year), \"--\", lw=1, c=cstr)\n",
    "    ax.loglog(r[i], Sigma[i], c=cstr, label=\"t = {:3.1e} yrs\".format(t[i]))\n",
    "ax.plot(0., 0., \":\", c=\"black\", label=\"analytical\")\n",
    "ax.legend()\n",
    "ax.set_xlim(r[0, 0], r[0, -1])\n",
    "ax.set_ylim(1.e-2, 1.e4)\n",
    "ax.set_xlabel(\"Distance from star [au]\")\n",
    "ax.set_ylabel(\"Surface density [g/cm²]\")\n",
    "fig.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The final snapshot looks fine, the previous ones, however, are quite a bit off. Even the initial surface density does not match the analytic solution.  \n",
    "What went wrong?\n",
    "\n",
    "The problem is that the initial surface density is not in steady state and therefore not a self-similar solution.  \n",
    "In steady state the mass flux is constant\n",
    "\n",
    "$\\Large \\frac{\\partial}{\\partial r} \\left( 3\\pi\\Sigma_\\mathrm{g}\\nu \\right) = \\text{const.}$\n",
    "\n",
    "Or in other words\n",
    "\n",
    "$\\Large \\Sigma_\\mathrm{g}\\nu \\propto r^p r^\\gamma = r^0 \\\\ \\Rightarrow p+\\gamma = 0$\n",
    "\n",
    "We've change $\\large p$ from $-1$ to $-1.5$, but we have not changed $\\large \\gamma$, which is still $1$ from the default setup as described above. Therefore, in our initial conditions we have\n",
    "\n",
    "$\\Large p+\\gamma=-0.5 \\neq 0$.\n",
    "\n",
    "Over time the system finds a steady state. Since the temperature profile and the $\\large \\alpha$-viscosity parameter are both fix in the default model, the only way for the system to get into steady state is by changing the slope of the gas surface density. This is what happened here: the surface density profile went from $-1.5$ initially to $-1$ after $10\\,$Myrs.\n",
    "\n",
    "To fix this problem we need to change the viscosity of the setup. We can do this by either changing the temperature profile, or by changing the $\\large \\alpha$-profile. We are changing $\\large \\alpha$ here\n",
    "\n",
    "$\\Large \\alpha \\left( r \\right) \\propto r^\\frac{1}{2}$\n",
    "\n",
    "which leads to $\\large \\gamma = 1.5$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim = Simulation()\n",
    "sim.ini.gas.SigmaExp = -1.5\n",
    "sim.initialize()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.gas.alpha[:] = sim.ini.gas.alpha * (sim.grid.r[:]/sim.ini.gas.SigmaRc)**0.5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.dust.S.coag[...] = 0.\n",
    "sim.dust.S.coag.updater = None\n",
    "sim.dust.S.ext[...] = 0.\n",
    "sim.dust.S.ext.updater = None\n",
    "sim.dust.S.hyd[...] = 0.\n",
    "sim.dust.S.hyd.updater = None\n",
    "sim.dust.S.tot[...] = 0.\n",
    "sim.dust.S.tot.updater = None\n",
    "sim.dust.S.updater = None\n",
    "sim.update()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "del(sim.integrator.instructions[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.t.snapshots = snapshots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.writer.datadir = \"test_gas_evolution\"\n",
    "sim.writer.overwrite = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "DustPy v1.0.8\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 2.81e-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 6.66e-16\u001b[0m\n",
      "        for particle collision\n",
      "            m[90] =  7.20e+00 g    with\n",
      "            m[95] =  3.73e+01 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[94mtest_gas_evolution/data0000.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0001.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0002.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0003.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0004.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Execution time: \u001b[94m0:00:20\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "sim.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "r = sim.writer.read.sequence(\"grid.r\") / c.au\n",
    "Sigma = sim.writer.read.sequence(\"gas.Sigma\")\n",
    "nu = sim.writer.read.sequence(\"gas.nu\")\n",
    "t = sim.writer.read.sequence(\"t\") / c.year"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 960x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(dpi=150)\n",
    "ax = fig.add_subplot(111)\n",
    "ax.loglog(r[0], Sigma[0], c=\"C0\", label=\"t = 0.0e+00 yrs\")\n",
    "for i in range(1, len(sim.t.snapshots)):\n",
    "    cstr = \"C\"+str(i)\n",
    "    ax.loglog(r[i], LBP74_analytical(r[i]*c.au, sim.ini.gas.SigmaRc, nu[0], sim.ini.gas.Mdisk, t[i]*c.year), \"--\", lw=1, c=cstr)\n",
    "    ax.loglog(r[i], Sigma[i], c=cstr, label=\"t = {:3.1e} yrs\".format(t[i]))\n",
    "ax.plot(0., 0., \":\", c=\"black\", label=\"analytical\")\n",
    "ax.legend()\n",
    "ax.set_xlim(r[0, 0], r[0, -1])\n",
    "ax.set_ylim(1.e-2, 1.e4)\n",
    "ax.set_xlabel(\"Distance from star [au]\")\n",
    "ax.set_ylabel(\"Surface density [g/cm²]\")\n",
    "fig.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is closer to the analytical solutions. However, there are stil deviations at the inner boundary of the grid.\n",
    "\n",
    "The reason for this is the inner boundary condition.  \n",
    "By default this is set to constant gradient\n",
    "\n",
    "$\\Large \\frac{1}{r}\\frac{\\partial}{\\partial r} \\left( r\\Sigma_\\mathrm{g} \\right) = \\text{const.}$\n",
    "\n",
    "This can be set exactly within a linear system, such as the one that is solved for gas evolution. A surface density profile of $-1$ as is set for the default model has automatically a constant gradient at the inner boundary. But a surface density profile of $-1.5$ does not. Here we need to change the inner boundary condition to constant power law."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim = Simulation()\n",
    "sim.ini.gas.SigmaExp = -1.5\n",
    "sim.initialize()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.gas.alpha[:] = sim.ini.gas.alpha * (sim.grid.r[:]/sim.ini.gas.SigmaRc)**0.5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.dust.S.coag[...] = 0.\n",
    "sim.dust.S.coag.updater = None\n",
    "sim.dust.S.ext[...] = 0.\n",
    "sim.dust.S.ext.updater = None\n",
    "sim.dust.S.hyd[...] = 0.\n",
    "sim.dust.S.hyd.updater = None\n",
    "sim.dust.S.tot[...] = 0.\n",
    "sim.dust.S.tot.updater = None\n",
    "sim.dust.S.updater = None\n",
    "sim.update()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "del(sim.integrator.instructions[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.gas.boundary.inner.setcondition(\"const_pow\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.t.snapshots = snapshots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.writer.datadir = \"test_gas_evolution\"\n",
    "sim.writer.overwrite = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "DustPy v1.0.8\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 2.81e-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 6.66e-16\u001b[0m\n",
      "        for particle collision\n",
      "            m[90] =  7.20e+00 g    with\n",
      "            m[95] =  3.73e+01 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[94mtest_gas_evolution/data0000.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0001.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0002.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0003.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Writing file \u001b[94mtest_gas_evolution/data0004.hdf5\u001b[0m\n",
      "Writing dump file \u001b[94mtest_gas_evolution/frame.dmp\u001b[0m\n",
      "Execution time: \u001b[94m0:00:19\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "sim.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "r = sim.writer.read.sequence(\"grid.r\") / c.au\n",
    "Sigma = sim.writer.read.sequence(\"gas.Sigma\")\n",
    "nu = sim.writer.read.sequence(\"gas.nu\")\n",
    "t = sim.writer.read.sequence(\"t\") / c.year"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 960x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(dpi=150)\n",
    "ax = fig.add_subplot(111)\n",
    "ax.loglog(r[0], Sigma[0], c=\"C0\", label=\"t = 0.0e+00 yrs\")\n",
    "for i in range(1, len(sim.t.snapshots)):\n",
    "    cstr = \"C\"+str(i)\n",
    "    ax.loglog(r[i], LBP74_analytical(r[i]*c.au, sim.ini.gas.SigmaRc, nu[0], sim.ini.gas.Mdisk, t[i]*c.year), \"--\", lw=1, c=cstr)\n",
    "    ax.loglog(r[i], Sigma[i], c=cstr, label=\"t = {:3.1e} yrs\".format(t[i]))\n",
    "ax.plot(0., 0., \":\", c=\"black\", label=\"analytical\")\n",
    "ax.legend()\n",
    "ax.set_xlim(r[0, 0], r[0, -1])\n",
    "ax.set_ylim(1.e-2, 1.e4)\n",
    "ax.set_xlabel(\"Distance from star [au]\")\n",
    "ax.set_ylabel(\"Surface density [g/cm²]\")\n",
    "fig.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is not perfect, but as good as it can get. The deviation at the outer boundary is due to the fact that the outer boundary conditions is setting the gas to its floor value to prevent inflow.\n",
    "\n",
    "In general: Always test your models against analytical solutions, if possible and decide then if the errors are acceptable for you."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Why is the inner boundary condition not constant power law by default?\n",
    "\n",
    "The reason for that is that a constant power law is not necessarily possible within a linear system. A power of $-1.5$ for example is not.\n",
    "\n",
    "`DustPy` is \"*cheating*\" here a bit. A boundary condition of `const_pow` is behind the scenes actually a boundary condition of `val`, where the value is calculated from the current surface density. This is close enough to the actual value in most cases. After the integration the boundary condition is then strictly enforced, by setting the correct power with the new values of the surface density.\n",
    "\n",
    "Since the default model uses a power of $-1$ and since this can be done exactly with the `const_grad` boundary condition, we prefer it over the `const_pow` condition in the default setup."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "dustpy_develop",
   "language": "python",
   "name": "dustpy_develop"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
