{ "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": {}, "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": [ "At this stage `sim` is 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 e.g." ] }, { "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", " torque : Group (Torque parameters)\n", " v : Group (Velocities)\n", " -----\n", " alpha : NoneType\n", " cs : NoneType\n", " eta : NoneType\n", " Fi : 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 its fields. \n", "**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", " torque : Group (Torque parameters)\n", " v : Group (Velocities)\n", " -----\n", " alpha : Field (Turbulent alpha parameter)\n", " cs : Field (Isothermal sound speed [cm/s])\n", " eta : Field (Pressure gradient parameter)\n", " Fi : Field (Gas flux interfaces [g/cm/s])\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 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 (Isothermal 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[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[94mtorque\u001b[0m: \u001b[94mGroup (Torque parameters)\u001b[0m\n", " - \u001b[94mLambda\u001b[0m: Field (Specific angular momentum injection rate by torque [cm²/s²])\n", " - \u001b[94mv\u001b[0m: Field (Effective velocity imposed by torque [cm/s])\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": {}, "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 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[94m0:08:05\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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" ] }, "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": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "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": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "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", "$\\Large \\Sigma_\\mathrm{d} \\left( r \\right) = \\int\\limits_0^\\infty \\sigma \\left(r, m \\right) \\mathrm{d} \\log m$.\n", "\n", "In this way the distribution is independent of the mass grid.\n", "\n", "The code units `DustPy` uses are $\\large \\Sigma_{\\mathrm{d},\\,i} \\left( r \\right) \\equiv \\Sigma_\\mathrm{d} \\left(r, m_i \\right)$ with\n", "\n", "$\\Large \\Sigma_\\mathrm{d} \\left( r \\right) = \\sum\\limits_i \\Sigma_{\\mathrm{d},\\,i} \\left( r \\right)$,\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": [ "[1.13955861e+01 1.06029050e+01 9.86083808e+00 9.18342846e+00\n", " 8.55022197e+00 7.95880724e+00 7.40751570e+00 6.89262940e+00\n", " 6.41213859e+00 5.96470789e+00 5.54702249e+00 5.15740967e+00\n", " 4.79485333e+00 4.45647616e+00 4.14091226e+00 3.84740118e+00\n", " 3.57350578e+00 3.31813842e+00 3.08071664e+00 2.85916562e+00\n", " 2.65262063e+00 2.46064418e+00 2.28150437e+00 2.11451740e+00\n", " 1.95934379e+00 1.81456124e+00 1.67962562e+00 1.55425715e+00\n", " 1.43731042e+00 1.32834830e+00 1.22712224e+00 1.13273218e+00\n", " 1.04482559e+00 9.63172179e-01 8.87107626e-01 8.16575562e-01\n", " 7.50810864e-01 6.89621120e-01 6.32894711e-01 5.80091455e-01\n", " 5.31029141e-01 4.85553045e-01 4.43312053e-01 4.04219195e-01\n", " 3.67924074e-01 3.34411005e-01 3.03318194e-01 2.74567585e-01\n", " 2.48051576e-01 2.23579249e-01 2.01057959e-01 1.80325606e-01\n", " 1.61301928e-01 1.43852558e-01 1.27896164e-01 1.13322999e-01\n", " 1.00046535e-01 8.79948225e-02 7.70548384e-02 6.71860988e-02\n", " 5.83447985e-02 5.04684074e-02 4.35164251e-02 3.74032401e-02\n", " 3.19732799e-02 2.71302890e-02 2.28306521e-02 1.90507248e-02\n", " 1.57598587e-02 1.29208840e-02 1.04939747e-02 8.43870733e-03\n", " 6.71307059e-03 5.27059343e-03 4.04552925e-03 2.93217315e-03\n", " 1.80167290e-03 6.75066389e-04 1.53949568e-04 2.13652478e-05\n", " 1.94975065e-06 1.30896336e-07 6.67074008e-09 2.62519776e-10\n", " 8.02115795e-12 1.89028448e-13 3.36492577e-15 4.35408217e-17\n", " 3.86257400e-19 2.17471591e-21 7.12064220e-24 1.26262507e-26\n", " 1.14601912e-28 9.00875506e-29 7.84588143e-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 $\\large \\sigma$ we have to divide the code density distribution by $\\large B = \\frac{\\Delta m}{m}$, where $\\large \\Delta m$ is the width of the mass bin centered on $\\large m$.\n", "\n", "Since the mass grid is strictly logarithmic the following relation holds\n", "\n", "$\\Large m_{i+1} = A \\cdot m_i$.\n", "\n", "The grid constant $\\large A$ 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", "$\\Large m_i = \\frac{1}{2} \\left( m_{i-\\frac{1}{2}} + m_{i+\\frac{1}{2}} \\right)$.\n", "\n", "Solving for the interfaces yields\n", "\n", "$\\Large \\begin{split}\n", "m_{i-\\frac{1}{2}} &= \\frac{2}{A+1} m_i \\\\\n", "m_{i+\\frac{1}{2}} &= \\frac{2}{A+1} A\\cdot m_i.\n", "\\end{split}$\n", "\n", "We therefore have\n", "\n", "$\\Large \\Delta m_i = m_{i+\\frac{1}{2}} - m_{i-\\frac{1}{2}} = 2\\frac{A-1}{A+1}m_i$\n", "\n", "and \n", "\n", "$\\Large B = \\frac{\\Delta m_i}{m_i} = 2\\frac{A-1}{A+1}$." ] }, { "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": [ "[[1.19204136e-01 9.84350200e-02 1.02953636e-01 ... 1.52526930e-23\n", " 2.11935481e-23 2.94483396e-23]\n", " [1.13872794e-01 9.37359521e-02 9.78118256e-02 ... 1.32845402e-23\n", " 1.84588088e-23 2.56484316e-23]\n", " [1.09085035e-01 8.94843428e-02 9.31369308e-02 ... 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\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": {}, "outputs": [ { "data": { "text/plain": [ "Writer (HDF5 file format using h5py)\n", "------------------------------------\n", " Data directory : data\n", " File names : data/data0000.hdf5\n", " Overwrite : \u001b[93mFalse\u001b[0m\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": {}, "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": {}, "outputs": [ { "data": { "text/plain": [ "array([1.11482110e+003, 1.03983953e+003, 9.69821741e+002, 9.04227215e+002,\n", " 8.42832109e+002, 7.85420755e+002, 7.31777194e+002, 6.81682992e+002,\n", " 6.34920030e+002, 5.91275189e+002, 5.50544320e+002, 5.12534493e+002,\n", " 4.77064725e+002, 4.43965816e+002, 4.13079785e+002, 3.84259188e+002,\n", " 3.57366435e+002, 3.32273135e+002, 3.08859484e+002, 2.87013695e+002,\n", " 2.66631460e+002, 2.47615457e+002, 2.29874880e+002, 2.13325007e+002,\n", " 1.97886797e+002, 1.83486508e+002, 1.70055346e+002, 1.57529137e+002,\n", " 1.45848019e+002, 1.34956154e+002, 1.24801461e+002, 1.15335366e+002,\n", " 1.06512569e+002, 9.82908230e+001, 9.06307359e+001, 8.34955752e+001,\n", " 7.68510926e+001, 7.06653567e+001, 6.49085983e+001, 5.95530643e+001,\n", " 5.45728817e+001, 4.99439298e+001, 4.56437205e+001, 4.16512862e+001,\n", " 3.79470742e+001, 3.45128472e+001, 3.13315906e+001, 2.83874240e+001,\n", " 2.56655183e+001, 2.31520177e+001, 2.08339655e+001, 1.86992343e+001,\n", " 1.67364592e+001, 1.49349763e+001, 1.32847624e+001, 1.17763800e+001,\n", " 1.04009246e+001, 9.14997520e+000, 8.01554894e+000, 6.99005824e+000,\n", " 6.06627221e+000, 5.23728154e+000, 4.49646740e+000, 3.83747456e+000,\n", " 3.25418891e+000, 2.74071962e+000, 2.29138599e+000, 1.90070920e+000,\n", " 1.56340881e+000, 1.27440389e+000, 1.02881847e+000, 8.21990813e-001,\n", " 6.49485768e-001, 5.07109402e-001, 3.90924812e-001, 2.97267968e-001,\n", " 2.22762311e-001, 1.64330846e-001, 1.19204531e-001, 8.49259450e-002,\n", " 5.93474779e-002, 4.06236257e-002, 2.71973772e-002, 1.77811047e-002,\n", " 1.13327688e-002, 7.02859232e-003, 4.23358844e-003, 2.47143530e-003,\n", " 1.39513957e-003, 7.59751946e-004, 3.98102772e-004, 2.00166527e-004,\n", " 9.62894557e-005, 4.41757146e-005, 1.92634657e-005, 7.95526294e-006,\n", " 3.09923559e-006, 1.13428831e-006, 3.87432578e-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 = wrtr.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 = wrtr.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": [ "There is a utility function implemented in `DustPy` that is loading all data fields needed for the default plots including an estimate for the growth barriers. The function `read_data()` either takes the simulation object `sim` or a path to the data directory as input and returns a `SimpleNamespace` object with the data fields." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "from dustpy.utils import read_data" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "data = read_data(\"data\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For example the Stokes numbers of fragmentation limited particles of shape `(Nt, Nr)` that can be used to plot growth limits." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[0.00042705, 0.00044205, 0.00045759, ..., 0.012177 , 0.01260506,\n", " 0.01304818],\n", " [0.00042705, 0.00044205, 0.00045759, ..., 0.012177 , 0.01260506,\n", " 0.01304818],\n", " [0.00042705, 0.00044205, 0.00045759, ..., 0.012177 , 0.01260506,\n", " 0.01304818],\n", " ...,\n", " [0.00042705, 0.00044205, 0.00045759, ..., 0.012177 , 0.01260506,\n", " 0.01304818],\n", " [0.00042705, 0.00044205, 0.00045759, ..., 0.012177 , 0.01260506,\n", " 0.01304818],\n", " [0.00042705, 0.00044205, 0.00045759, ..., 0.012177 , 0.01260506,\n", " 0.01304818]], shape=(22, 100))" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.dust.St_limits.frag" ] }, { "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": 29, "metadata": {}, "outputs": [], "source": [ "from dustpy import readdump" ] }, { "cell_type": "code", "execution_count": 30, "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": 31, "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": 31, "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": 32, "metadata": {}, "outputs": [], "source": [ "from dustpy import constants as c\n", "\n", "sim_restart.t.snapshots = np.hstack((sim_restart.t.snapshots, [100001.*c.year]))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The current time is" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "100000.0" ] }, "execution_count": 33, "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": 34, "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[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": 35, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "100001.0" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim_restart.t / c.year" ] } ], "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 }