{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Test case: Taylor-Green vortex initial value problem" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is can be a resource intensive test depending on the number of resolution of the simulation. It is preferrable to execute this with MPI parallelization. Ideally we would do this as follows from the root of the fluidsim repository.\n", "\n", "```sh\n", "mpirun -np $(nproc) python doc/test_cases/Taylor_Green_vortices/run_simul.py\n", "```\n", "\n", "## Preparation\n", "\n", "Instead we are executing the script within a IPython kernel inside a Jupyter notebook, we require ``ipyparallel`` backend launched in the background by running:\n", "\n", "```sh\n", "ipcluster start -n $(nproc) --engines=MPIEngineSetLauncher\n", "```\n", "\n", "or from another IPython kernel\n", "\n", "```sh\n", "!{sys.executable} -m ipyparallel.apps.ipclusterapp start -n $(nproc) --engines=MPIEngineSetLauncher\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And then we connect to the MPI engine." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import ipyparallel as ipp\n", "\n", "rc = ipp.Client()\n", "dview = rc[:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Afterwards, we will execute all cells in parallel so we always need to add the magic command ``%%px``." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Initialize parameters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The following script was loaded by running `%load doc/test_cases/Taylor_Green_vortices/run_simul.py` and slightly modified to use a higher resolution (`nx`)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[stdout:0] \n", "*************************************\n", "Program fluidsim\n", "Manual initialization of the fields is selected. Do not forget to initialize them.\n", "sim: \n", "sim.oper: \n", "sim.output: \n", "sim.state: \n", "sim.time_stepping: \n", "sim.init_fields: \n", "\n", "solver ns3d, RK4 and parallel (6 proc.)\n", "type fft: fluidfft.fft3d.mpi_with_fftwmpi3d\n", "nx = 96 ; ny = 96 ; nz = 96\n", "Lx = 2pi ; Ly = 2pi ; Lz = 2pi\n", "path_run =\n", "/scratch/avmo/tmp/ns3d_96x96x96_V2pix2pix2pi_2019-01-15_14-17-34\n", "init_fields.type: in_script\n", "\n" ] } ], "source": [ "%%px\n", "\"\"\"Taylor-Green Vortex at Re = 1600\n", "===================================\n", "\n", "https://www.grc.nasa.gov/hiocfd/wp-content/uploads/sites/22/case_c3.3.pdf\n", "\n", "\n", "\"\"\"\n", "\n", "import numpy as np\n", "\n", "from fluidsim.solvers.ns3d.solver import Simul\n", "\n", "params = Simul.create_default_params()\n", "\n", "Re = 1600\n", "V0 = 1.0\n", "L = 1\n", "params.nu_2 = V0 * L / Re\n", "\n", "params.init_fields.type = \"in_script\"\n", "\n", "params.time_stepping.t_end = 20.0 * L / V0\n", "\n", "nx = 96\n", "params.oper.nx = params.oper.ny = params.oper.nz = nx\n", "lx = params.oper.Lx = params.oper.Ly = params.oper.Lz = 2 * np.pi * L\n", "\n", "params.output.periods_save.phys_fields = 4\n", "params.output.periods_save.spatial_means = 0.2\n", "params.output.periods_save.spectra = 0.5\n", "\n", "sim = Simul(params)\n", "\n", "X, Y, Z = sim.oper.get_XYZ_loc()\n", "\n", "vx = V0 * np.sin(X / L) * np.cos(Y / L) * np.cos(Z / L)\n", "vy = -V0 * np.cos(X / L) * np.sin(Y / L) * np.cos(Z / L)\n", "vz = sim.oper.create_arrayX(value=0)\n", "\n", "sim.state.init_statephys_from(vx=vx, vy=vy, vz=vz)\n", "\n", "sim.state.statespect_from_statephys()\n", "sim.state.statephys_from_statespect()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To preview the initialization one could do the following before time stepping. This is only useful to plot fields, and only recommended when run sequentially.\n", "\n", "```python\n", "%matplotlib inline\n", "sim.output.init_with_initialized_state()\n", "sim.output.phys_fields.plot(equation=f'x={{sim.oper.Lx/4}}')\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run the simulation" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[stdout:0] \n", "Initialization outputs:\n", "sim.output.phys_fields: \n", "sim.output.spatial_means: \n", "sim.output.spectra: \n", "\n", "Memory usage at the end of init. (equiv. seq.): 1285.1171875 Mo\n", "Size of state_spect (equiv. seq.): 21.676032 Mo\n", "*************************************\n", "Beginning of the computation\n", "save state_phys in file state_phys_t000.000.nc\n", " compute until t = 20\n", "it = 0 ; t = 0 ; deltat = 0.032725\n", " energy = 1.250e-01 ; Delta energy = +0.000e+00\n", "\n", "it = 32 ; t = 1.00953 ; deltat = 0.030018\n", " energy = 1.245e-01 ; Delta energy = -4.897e-04\n", " estimated remaining duration = 345 s\n", "it = 67 ; t = 2.02202 ; deltat = 0.027502\n", " energy = 1.239e-01 ; Delta energy = -6.092e-04\n", " estimated remaining duration = 356 s\n", "it = 106 ; t = 3.02963 ; deltat = 0.025238\n", " energy = 1.230e-01 ; Delta energy = -9.115e-04\n", " estimated remaining duration = 383 s\n", "save state_phys in file state_phys_t004.016.nc\n", "it = 145 ; t = 4.04169 ; deltat = 0.02493\n", " energy = 1.214e-01 ; Delta energy = -1.636e-03\n", " estimated remaining duration = 356 s\n", "it = 193 ; t = 5.04479 ; deltat = 0.019722\n", " energy = 1.162e-01 ; Delta energy = -5.187e-03\n", " estimated remaining duration = 407 s\n", "it = 243 ; t = 6.04514 ; deltat = 0.019253\n", " energy = 1.060e-01 ; Delta energy = -1.014e-02\n", " estimated remaining duration = 396 s\n", "it = 293 ; t = 7.05723 ; deltat = 0.018782\n", " energy = 9.229e-02 ; Delta energy = -1.373e-02\n", " estimated remaining duration = 365 s\n", "save state_phys in file state_phys_t008.027.nc\n", "it = 348 ; t = 8.06488 ; deltat = 0.019995\n", " energy = 7.645e-02 ; Delta energy = -1.585e-02\n", " estimated remaining duration = 375 s\n", "it = 391 ; t = 9.08234 ; deltat = 0.028734\n", " energy = 6.253e-02 ; Delta energy = -1.392e-02\n", " estimated remaining duration = 262 s\n", "it = 426 ; t = 10.0915 ; deltat = 0.030125\n", " energy = 5.373e-02 ; Delta energy = -8.791e-03\n", " estimated remaining duration = 202 s\n", "it = 458 ; t = 11.1164 ; deltat = 0.03378\n", " energy = 4.758e-02 ; Delta energy = -6.154e-03\n", " estimated remaining duration = 160 s\n", "save state_phys in file state_phys_t012.047.nc\n", "it = 489 ; t = 12.1465 ; deltat = 0.033096\n", " energy = 4.283e-02 ; Delta energy = -4.752e-03\n", " estimated remaining duration = 142 s\n", "it = 518 ; t = 13.1745 ; deltat = 0.036405\n", " energy = 3.904e-02 ; Delta energy = -3.784e-03\n", " estimated remaining duration = 111 s\n", "it = 546 ; t = 14.2052 ; deltat = 0.03635\n", " energy = 3.584e-02 ; Delta energy = -3.206e-03\n", " estimated remaining duration = 91 s\n", "it = 574 ; t = 15.2427 ; deltat = 0.038787\n", " energy = 3.305e-02 ; Delta energy = -2.787e-03\n", " estimated remaining duration = 74.3 s\n", "save state_phys in file state_phys_t016.051.nc\n", "it = 599 ; t = 16.2651 ; deltat = 0.043076\n", " energy = 3.064e-02 ; Delta energy = -2.414e-03\n", " estimated remaining duration = 53.5 s\n", "it = 622 ; t = 17.2665 ; deltat = 0.043052\n", " energy = 2.853e-02 ; Delta energy = -2.110e-03\n", " estimated remaining duration = 36.9 s\n", "it = 646 ; t = 18.2694 ; deltat = 0.041138\n", " energy = 2.668e-02 ; Delta energy = -1.847e-03\n", " estimated remaining duration = 24.8 s\n", "it = 671 ; t = 19.2979 ; deltat = 0.041138\n", " energy = 2.501e-02 ; Delta energy = -1.666e-03\n", " estimated remaining duration = 10.2 s\n", "Computation completed in 399.654 s\n", "path_run =\n", "/scratch/avmo/tmp/ns3d_96x96x96_V2pix2pix2pi_2019-01-15_14-17-34\n", "save state_phys in file state_phys_t020.030.nc\n", "move result directory in directory:\n", "/scratch/avmo/data/ns3d_96x96x96_V2pix2pix2pi_2019-01-15_14-17-34\n" ] } ], "source": [ "%%px --no-verbose\n", "sim.time_stepping.start()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\u001b[0;31mOut[0:3]: \u001b[0m'/scratch/avmo/data/ns3d_96x96x96_V2pix2pix2pi_2019-01-15_14-17-34'" ] }, "metadata": { "after": [], "completed": "2019-01-15T13:24:16.641487", "data": {}, "engine_id": 0, "engine_uuid": "66942003-7eeeb5ceec90aaf79433552f", "error": null, "execute_input": "sim.output.path_run", "execute_result": { "data": { "text/plain": "'/scratch/avmo/data/ns3d_96x96x96_V2pix2pix2pi_2019-01-15_14-17-34'" }, "execution_count": 3, "metadata": {} }, "follow": [], "msg_id": "1525927c-ca8a15c277842f9c1db6422b", "outputs": [], "received": "2019-01-15T13:24:16.644369", "started": "2019-01-15T13:24:16.600149", "status": "ok", "stderr": "", "stdout": "", "submitted": "2019-01-15T13:24:16.597946" }, "output_type": "display_data" } ], "source": [ "%%px -t 0\n", "sim.output.path_run" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load the simulation, sequentially, for visualizing the results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Set some nice defaults for `matplotlib`." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "\n", "plt.style.use(\"ggplot\")\n", "plt.rc(\"figure\", dpi=100)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*************************************\n", "Program fluidsim\n", "Load state from file:\n", "[...]/data/ns3d_96x96x96_V2pix2pix2pi_2019-01-15_14-17-34/state_phys_t020.030.nc\n", "sim: \n", "sim.oper: \n", "sim.output: \n", "sim.state: \n", "sim.time_stepping: \n", "sim.init_fields: \n", "\n", "solver ns3d, RK4 and sequential,\n", "type fft: fluidfft.fft3d.with_pyfftw\n", "nx = 96 ; ny = 96 ; nz = 96\n", "Lx = 2pi ; Ly = 2pi ; Lz = 2pi\n", "path_run =\n", "/scratch/avmo/data/ns3d_96x96x96_V2pix2pix2pi_2019-01-15_14-17-34\n", "init_fields.type: from_file\n", "\n", "Initialization outputs:\n", "sim.output.phys_fields: \n", "sim.output.spatial_means: \n", "sim.output.spectra: \n", "\n", "Memory usage at the end of init. (equiv. seq.): 260.92578125 Mo\n", "Size of state_spect (equiv. seq.): 21.676032 Mo\n" ] } ], "source": [ "import fluidsim as fs\n", "\n", "sim = fs.load_state_phys_file(\n", " \"/scratch/avmo/data/ns3d_96x96x96_V2pix2pix2pi_2019-01-15_14-17-34\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### A cross-section of the z-component of vorticity" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "plt.figure(0, dpi=150)\n", "sim.output.phys_fields.plot(\n", " equation=f\"x={sim.oper.Lx/4}\", numfig=0, nb_contours=50, cmap=\"coolwarm\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spatially averaged energy, enstrophy and their dissipation rates" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sim.output.spatial_means.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Compensated kinetic energy spectra" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "plot1d(tmin=15, tmax=20, delta_t=None, coef_compensate=1.667)\n", "plot 1D spectra\n", " tmin = 14.8653 ; tmax = 19.627 ; delta_t = None\n", " imin = 29 ; imax = 38 ; delta_i = None\n" ] }, { "data": { "image/png": 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\n", 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