{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Basic usage\n", "\n", "`DustPy` is using on the `simframe` package 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", "In 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": {}, "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": {}, "outputs": [], "source": [ "sim = Simulation()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`sim` is now an empty simulation object that controls our simulation." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "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" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "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": {}, "outputs": [], "source": [ "sim.initialize()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, the `sim` object has now values assigned to the fields. All quantities are in cgs units." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "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 parameters)\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": {}, "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 parameters)\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: Field (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 might take a few minutes. The default simulation is running for 100,000 years." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "DustPy v0.5.1\n", "\n", "Documentation: https://stammler.github.io/dustpy/\n", "PyPI: https://pypi.org/project/dustpy/\n", "GitHub: https://github.com/stammler/dustpy/\n", "\u001b[91m\n", "Please read README.md on the GitHub repository for\n", "information about the Terms of Usage.\u001b[0m\n", "\n", "\u001b[93mChecking for mass conservation...\n", "\u001b[0m\n", "\u001b[93m - Sticking:\u001b[0m\n", "\u001b[98m 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[98m max. rel. error: \u001b[92m 3.33e-16\u001b[0m\n", " for particle collision\n", " m[4] = 3.73e-12 g with\n", " m[6] = 7.20e-12 g\u001b[0m\n", "\u001b[93m - Cratering:\u001b[0m\n", "\u001b[98m 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[94m0:25:54\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": {}, "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": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "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": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot.panel(\"data\", it=10, ir=10, im=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It's furthermore possible to use an interactive plotting script." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot.ipanel(\"data\")" ] }, { "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": [ "### 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": {}, "outputs": [ { "data": { "text/plain": [ "[1.09467116e+01 1.01999127e+01 9.50180414e+00 8.85574147e+00\n", " 8.25193309e+00 7.68811165e+00 7.16111068e+00 6.66886490e+00\n", " 6.20952668e+00 5.78043584e+00 5.37983291e+00 5.00620617e+00\n", " 4.65734633e+00 4.33177619e+00 4.02824798e+00 3.74494515e+00\n", " 3.48065183e+00 3.23431318e+00 3.00445835e+00 2.79011526e+00\n", " 2.59034797e+00 2.40400028e+00 2.23032528e+00 2.06843796e+00\n", " 1.91746960e+00 1.77682330e+00 1.64573458e+00 1.52354221e+00\n", " 1.40971224e+00 1.30366897e+00 1.20490326e+00 1.11286820e+00\n", " 1.02721065e+00 9.47430890e-01 8.73155655e-01 8.04088985e-01\n", " 7.39755386e-01 6.79974636e-01 6.24338045e-01 5.72630768e-01\n", " 5.24619663e-01 4.79986454e-01 4.38580691e-01 4.00148755e-01\n", " 3.64525312e-01 3.31532873e-01 3.00968028e-01 2.72726922e-01\n", " 2.46597677e-01 2.22502736e-01 2.00270404e-01 1.79812878e-01\n", " 1.61002856e-01 1.43743896e-01 1.27930015e-01 1.13480732e-01\n", " 1.00296441e-01 8.83097336e-02 7.74274145e-02 6.75813725e-02\n", " 5.87121699e-02 5.07514056e-02 4.36518950e-02 3.73744694e-02\n", " 3.18521444e-02 2.70040286e-02 2.27480354e-02 1.90186800e-02\n", " 1.57674283e-02 1.29545972e-02 1.05430583e-02 8.49458255e-03\n", " 6.76826065e-03 5.31433734e-03 4.06259933e-03 2.91403465e-03\n", " 1.79320922e-03 8.10323703e-04 2.53491048e-04 5.35555727e-05\n", " 7.63359898e-06 8.05766160e-07 6.46162501e-08 3.98729596e-09\n", " 1.89679589e-10 6.88597892e-12 1.86172607e-13 3.59701757e-15\n", " 4.68098893e-17 3.80976200e-19 1.78887787e-21 4.50726625e-24\n", " 5.91422204e-27 9.37143393e-29 7.84597776e-29 6.83347699e-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": {}, "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": {}, "outputs": [], "source": [ "B = 2 * (A-1) / (A+1)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[[1.74750727e-01 1.42894613e-01 1.62086549e-01 ... 1.52526930e-23\n", " 2.11935481e-23 2.94483396e-23]\n", " [1.67458492e-01 1.37111787e-01 1.54857088e-01 ... 1.32845402e-23\n", " 1.84588088e-23 2.56484316e-23]\n", " [1.60965637e-01 1.31983478e-01 1.48366855e-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": {}, "outputs": [], "source": [ "from dustpy import 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": {}, "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": [ "hdf5writer" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can now read a single data file with" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "data0003 = hdf5writer.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": {}, "outputs": [ { "data": { "text/plain": [ "array([1.11372257e+003, 1.03888346e+003, 9.69003565e+002, 9.03557194e+002,\n", " 8.42299854e+002, 7.85001698e+002, 7.31441889e+002, 6.81404999e+002,\n", " 6.34679896e+002, 5.91060674e+002, 5.50348583e+002, 5.12353945e+002,\n", " 4.76897425e+002, 4.43810557e+002, 4.12935662e+002, 3.84125429e+002,\n", " 3.57242338e+002, 3.32158049e+002, 3.08752805e+002, 2.86914856e+002,\n", " 2.66539935e+002, 2.47530752e+002, 2.29796535e+002, 2.13252592e+002,\n", " 1.97819910e+002, 1.83424774e+002, 1.69998414e+002, 1.57476681e+002,\n", " 1.45799732e+002, 1.34911751e+002, 1.24760673e+002, 1.15297944e+002,\n", " 1.06478278e+002, 9.82594451e+001, 9.06020661e+001, 8.34694219e+001,\n", " 7.68272763e+001, 7.06437094e+001, 6.48889625e+001, 5.95352925e+001,\n", " 5.45568354e+001, 4.99294793e+001, 4.56307440e+001, 4.16396695e+001,\n", " 3.79367099e+001, 3.45036346e+001, 3.13234351e+001, 2.83802366e+001,\n", " 2.56592155e+001, 2.31465211e+001, 2.08292014e+001, 1.86951334e+001,\n", " 1.67329568e+001, 1.49320113e+001, 1.32822780e+001, 1.17743230e+001,\n", " 1.03992453e+001, 9.14862750e+000, 8.01448992e+000, 6.98924831e+000,\n", " 6.06567494e+000, 5.23686358e+000, 4.49619841e+000, 3.83732714e+000,\n", " 3.25413853e+000, 2.74074452e+000, 2.29146712e+000, 1.90083010e+000,\n", " 1.56355549e+000, 1.27456471e+000, 1.02898398e+000, 8.22153596e-001,\n", " 6.49640253e-001, 5.07251662e-001, 3.91052358e-001, 2.97379529e-001,\n", " 2.22857617e-001, 1.64410412e-001, 1.19269449e-001, 8.49776980e-002,\n", " 5.93877692e-002, 4.06542358e-002, 2.72200485e-002, 1.77974559e-002,\n", " 1.13442374e-002, 7.03640331e-003, 4.23874564e-003, 2.47473017e-003,\n", " 1.39717242e-003, 7.60960500e-004, 3.98793478e-004, 2.00545033e-004,\n", " 9.64877928e-005, 4.42747967e-005, 1.93105045e-005, 7.97641217e-006,\n", " 3.10820798e-006, 1.13786173e-006, 3.88322832e-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": {}, "outputs": [], "source": [ "data = hdf5writer.read.all()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The data has now an additional dimension for time." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "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": {}, "outputs": [], "source": [ "SigmaGas = hdf5writer.read.sequence(\"gas.Sigma\")" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "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": {}, "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 a 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": {}, "outputs": [], "source": [ "from dustpy import readdump" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "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": {}, "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": {}, "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": {}, "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": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "DustPy v0.5.1\n", "\n", "Documentation: https://stammler.github.io/dustpy/\n", "PyPI: https://pypi.org/project/dustpy/\n", "GitHub: https://github.com/stammler/dustpy/\n", "\u001b[91m\n", "Please read README.md on the GitHub repository for\n", "information about the Terms of Usage.\u001b[0m\n", "\n", "\u001b[93mChecking for mass conservation...\n", "\u001b[0m\n", "\u001b[93m - Sticking:\u001b[0m\n", "\u001b[98m 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[98m max. rel. error: \u001b[92m 3.33e-16\u001b[0m\n", " for particle collision\n", " m[4] = 3.73e-12 g with\n", " m[6] = 7.20e-12 g\u001b[0m\n", "\u001b[93m - Cratering:\u001b[0m\n", "\u001b[98m 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": {}, "outputs": [ { "data": { "text/plain": [ "100001.0" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim_restart.t / c.year" ] } ], "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": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }