{ "cells": [ { "cell_type": "markdown", "id": "a6ea5dab-edc6-4254-9bf6-a1751b8455e9", "metadata": {}, "source": [ "# Part 2. Analyze one simulation" ] }, { "cell_type": "code", "execution_count": 1, "id": "950ceee7-079c-4707-bf19-6453009311cf", "metadata": {}, "outputs": [], "source": [ "from pathlib import Path" ] }, { "cell_type": "code", "execution_count": 2, "id": "4a2bf064-24f9-4fd6-8b47-8cfe94d93af3", "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "\n", "plt.rc(\"figure\", dpi=80)" ] }, { "cell_type": "code", "execution_count": 3, "id": "4462a5cd-f490-4a93-a6cf-c8dbbdf87c22", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['ns3d.strat_144x144x48_V4.5x4.5x1.5_N0.2_Lf3.5_U0.01_D0.5_2021-10-05_15-35-47',\n", " 'ns3d.strat_144x144x48_V4.5x4.5x1.5_N0.2_Lf3.5_U0.02_D0.5_2021-10-05_16-12-36',\n", " 'ns3d.strat_144x144x48_V4.5x4.5x1.5_N0.2_Lf3.5_U0.04_D0.5_2021-10-05_16-49-31',\n", " 'ns3d.strat_144x144x48_V4.5x4.5x1.5_N0.2_Lf3.5_U0.06_D0.5_2021-10-05_17-25-48',\n", " 'ns3d.strat_144x144x48_V4.5x4.5x1.5_N0.2_Lf3.5_U0.08_D0.5_2021-10-05_18-01-23']" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import fluidsim as fls\n", "\n", "path_dir_data = Path(fls.FLUIDSIM_PATH) / \"tutorial_parametric_study\"\n", "path_runs = sorted(path_dir_data.glob(\"*\"), key=lambda p: p.name)\n", "[p.name for p in path_runs]" ] }, { "cell_type": "markdown", "id": "458c2c7a-8695-4aac-b8da-48f4188df0af", "metadata": { "tags": [] }, "source": [ "Let's first recreate a `sim` object with the last directory:" ] }, { "cell_type": "code", "execution_count": 4, "id": "057c51a5-d183-465e-a707-bc042720b892", "metadata": {}, "outputs": [], "source": [ "from fluidsim import load" ] }, { "cell_type": "code", "execution_count": 5, "id": "88d3aaf5-5eff-4109-b5dd-15c7f71b9857", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*************************************\n", "Program fluidsim\n", "sim: .NewSimul'>\n", "sim.output: \n", "sim.oper: \n", "sim.state: \n", "sim.time_stepping: \n", "sim.init_fields: \n", "sim.forcing: \n", "\n", "solver ns3d.strat, RK4 and sequential,\n", "type fft: fluidfft.fft3d.with_pyfftw\n", "nx = 4 ; ny = 4 ; nz = 4\n", "Lx = 4.5 ; Ly = 4.5 ; Lz = 1.5\n", "path_run =\n", "/home/pierre/Sim_data/tutorial_parametric_study/ns3d.strat_144x144x48_V4.5x4.5x1.5_N0.2_Lf3.5_U0.04_D0.5_2021-10-05_16-49-31\n", "init_fields.type: constant\n", "\n", "Initialization outputs:\n", "sim.output.phys_fields: \n", "sim.output.spatial_means: \n", "sim.output.spatial_means_regions:\n", "sim.output.spatiotemporal_spectra:\n", "sim.output.spectra: \n", "sim.output.spect_energy_budg: \n", "sim.output.temporal_spectra: \n", "\n", "Memory usage at the end of init. (equiv. seq.): 192.16015625 Mo\n", "Size of state_spect (equiv. seq.): 0.003072 Mo\n" ] } ], "source": [ "sim = load(path_runs[-3])" ] }, { "cell_type": "markdown", "id": "9d524a45-5803-4694-ad49-e0e78ac9d6eb", "metadata": {}, "source": [ "The object `sim` created from the simulation directory is very similar to the object `sim` used during the simulation. However, since it has been created with the function `fluidsim.load` (and not with `fluidsim.load_for_restart`), it is light (no state loaded and no operators created) and we cannot restart the simulation with this object. But we can easily get a lot of information on the simulation and of course, plot some figures!" ] }, { "cell_type": "markdown", "id": "94059c41-cd59-42fc-9093-f97112ba7a5e", "metadata": {}, "source": [ "## Get the parameters of the simulation" ] }, { "cell_type": "code", "execution_count": 6, "id": "b842690c-8525-4083-9b4d-44aed2c0cd4a", "metadata": {}, "outputs": [ { "data": { "application/json": { "Lx": 4.5, "Ly": 4.5, "Lz": 1.5, "NO_SHEAR_MODES": true, "coef_dealiasing": 0.8, "nx": 144, "ny": 144, "nz": 48, "truncation_shape": "cubic", "type_fft": "default", "type_fft2d": "sequential" }, "text/plain": [ "\n", "\n", " " ] }, "execution_count": 6, "metadata": { "application/json": { "expanded": true, "root": "oper of at 0x7faf5ff92e50" } }, "output_type": "execute_result" } ], "source": [ "sim.params.oper" ] }, { "cell_type": "code", "execution_count": 7, "id": "8e02ae5a-1376-4320-9895-d09935c0c8eb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'milestone'" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim.params.forcing.type" ] }, { "cell_type": "code", "execution_count": 8, "id": "716eba1a-ac6b-4ded-9ef6-b9b848d3da44", "metadata": {}, "outputs": [ { "data": { "application/json": { "movement": { "periodic_uniform": { "length": 3.5, "length_acc": 0.25, "speed": 0.04 }, "sinusoidal": { "length": 1, "period": 1 }, "type": "periodic_uniform", "uniform": { "speed": 1 } }, "nx_max": 48, "objects": { "diameter": 0.5, "number": 3, "type": "cylinders", "width_boundary_layers": 0.1 } }, "text/plain": [ "\n", "\n", "\n", " \n", "\n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", " \n", "\n", "" ] }, "execution_count": 8, "metadata": { "application/json": { "expanded": true, "root": "milestone of at 0x7faf5ff9ea30" } }, "output_type": "execute_result" } ], "source": [ "sim.params.forcing.milestone" ] }, { "cell_type": "markdown", "id": "e0cda67c-3fe8-4496-9072-b0f4bf6c1797", "metadata": {}, "source": [ "## Which data were saved?" ] }, { "cell_type": "code", "execution_count": 9, "id": "f80597c4-8fee-4958-98a4-da54c2e03cfa", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'/home/pierre/Sim_data/tutorial_parametric_study/ns3d.strat_144x144x48_V4.5x4.5x1.5_N0.2_Lf3.5_U0.04_D0.5_2021-10-05_16-49-31'" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim.output.path_run" ] }, { "cell_type": "code", "execution_count": 10, "id": "5de2fa08-a5ab-42e8-9f0d-f4a3d5910efd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "info_solver.xml state_phys_t00040.140.nc state_phys_t00260.103.nc\n", "params_simul.xml state_phys_t00060.192.nc state_phys_t00280.063.nc\n", "spatial_means.txt state_phys_t00080.095.nc state_phys_t00300.130.nc\n", "\u001b[0m\u001b[1;34mspatial_means_regions\u001b[0m state_phys_t00100.153.nc state_phys_t00320.129.nc\n", "\u001b[1;34mspatiotemporal\u001b[0m state_phys_t00120.176.nc state_phys_t00340.151.nc\n", "spectra1d.h5 state_phys_t00140.150.nc state_phys_t00360.094.nc\n", "spectra3d.h5 state_phys_t00160.073.nc state_phys_t00380.129.nc\n", "spectra_kzkh.h5 state_phys_t00180.065.nc state_phys_t00400.025.nc\n", "spect_energy_budg.h5 state_phys_t00200.093.nc stdout.txt\n", "state_phys_t00000.000.nc state_phys_t00220.007.nc\n", "state_phys_t00020.268.nc state_phys_t00240.006.nc\n" ] } ], "source": [ "!ls {sim.output.path_run}" ] }, { "cell_type": "code", "execution_count": 11, "id": "5f176ea7-c188-4774-b9f5-a786dedfb7b7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "rank00000_tmin00000.000.h5 rank00001_tmin00000.000.h5\n" ] } ], "source": [ "!ls {sim.output.path_run + \"/spatiotemporal\"}" ] }, { "cell_type": "markdown", "id": "ad46335a-2e39-4f7b-9948-46a29b464fac", "metadata": {}, "source": [ "## Representation of the information printed in the log" ] }, { "cell_type": "code", "execution_count": 12, "id": "e0083d88-4c97-4e1a-acca-1ee37f18b102", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "sim.output.print_stdout.plot_clock_times()" ] }, { "cell_type": "markdown", "id": "f54cb1d9-6b0c-4867-8d3e-81d424b4fe03", "metadata": {}, "source": [ "## Spatial means saved in spatial_means.txt" ] }, { "cell_type": "code", "execution_count": 14, "id": "31141f7e-b17c-4c3d-8117-7e085d0b10da", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "sim.output.spatial_means.plot()" ] }, { "cell_type": "code", "execution_count": 15, "id": "960ac99c-01ef-4bbe-8da3-fd4e6e482d9a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'period': 200.0}" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "info_forcing = sim.forcing.get_info()\n", "info_forcing" ] }, { "cell_type": "code", "execution_count": 16, "id": "9fbaaacb-08aa-4ae0-9793-5eaf618e5dc0", "metadata": {}, "outputs": [], "source": [ "period = info_forcing[\"period\"]" ] }, { "cell_type": "code", "execution_count": 17, "id": "ccd84670-2ad7-490b-98d1-42cf0ecff864", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "\u001b[0;31mSignature:\u001b[0m \u001b[0msim\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mspatial_means\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_dimless_numbers_averaged\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtmin\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtmax\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mDocstring:\u001b[0m \n", "\u001b[0;31mFile:\u001b[0m ~/Dev/fluidsim/fluidsim/solvers/ns3d/strat/output/spatial_means.py\n", "\u001b[0;31mType:\u001b[0m method\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "?sim.output.spatial_means.get_dimless_numbers_averaged" ] }, { "cell_type": "code", "execution_count": 18, "id": "c2600fbd-fa9b-4f57-a2b6-748ca316b044", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'Fh': 0.03442003363915731,\n", " 'R2': 70.8592505,\n", " 'R4': 30.29826938649225,\n", " 'epsK2/epsK': 0.042376597274872044,\n", " 'Gamma': 0.6186840670881376,\n", " 'dimensional': {'Uh2': 0.0004185852799, 'epsK': 2.83437002e-06}}" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dimless_numbers = sim.output.spatial_means.get_dimless_numbers_averaged(\n", " tmin=period\n", ")\n", "dimless_numbers" ] }, { "cell_type": "markdown", "id": "22588957-31f7-4d62-ba60-eefc81dc0831", "metadata": {}, "source": [ "## Spectra saved in spectra1d.h5" ] }, { "cell_type": "code", "execution_count": 19, "id": "08811de3-ad42-476b-9a94-5443301c6bb6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\u001b[0;31mSignature:\u001b[0m\n", "\u001b[0msim\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mspectra\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot1d\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m 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"\u001b[0;34m\u001b[0m \u001b[0mylim\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mdirections\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'x'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'z'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mDocstring:\u001b[0m \n", "\u001b[0;31mFile:\u001b[0m ~/Dev/fluidsim/fluidsim/solvers/ns3d/output/spectra.py\n", "\u001b[0;31mType:\u001b[0m method\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "?sim.output.spectra.plot1d" ] }, { "cell_type": "code", "execution_count": 20, "id": "38cd6af7-f3a6-4952-8d53-744e1c07cc66", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "plot1d(tmin= 200, tmax= 400.025, coef_compensate=1.667)\n", "plot 1D spectra\n", "tmin = 200.093 ; tmax = 400.025\n", "imin = 100 ; imax = 200\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "sim.output.spectra.plot1d(tmin=period, coef_compensate=5 / 3)" ] }, { "cell_type": "markdown", "id": "22fff733-b8f8-4b1a-beb7-afe05ced1703", "metadata": {}, "source": [ "## Simple cross-sections of the flow fields\n", "\n" ] }, { "cell_type": "code", "execution_count": 21, "id": "aaaa1572-de33-4f76-b951-32a1ebb44463", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\u001b[0mvector\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'v'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mequation\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mnb_contours\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m20\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mtype_plot\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'contourf'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mvmin\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mvmax\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mcmap\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mnumfig\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mSCALED\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mDocstring:\u001b[0m\n", "Plot a field.\n", "\n", "Parameters\n", "----------\n", "\n", "field : {str, np.ndarray}, optional\n", "\n", "time : number, optional\n", "\n", "QUIVER : True\n", "\n", "vecx : 'ux'\n", "\n", "vecy : 'uy'\n", "\n", "nb_contours : 20\n", "\n", "type_plot : 'contourf'\n", "\n", "vmin : None\n", "\n", "vmax : None\n", "\n", "cmap : None (usually 'viridis')\n", "\n", "numfig : None\n", "\u001b[0;31mFile:\u001b[0m ~/Dev/fluidsim/fluidsim/base/output/phys_fields3d.py\n", "\u001b[0;31mType:\u001b[0m method\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "?sim.output.phys_fields.plot" ] }, { "cell_type": "code", "execution_count": 23, "id": "b63ca484-e656-42e6-8030-7bd59990ae2f", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "sim.output.phys_fields.plot(\n", " field=\"b\", time=1.25 * period, equation=f\"y={sim.params.oper.Lx/2}\"\n", ")" ] }, { "cell_type": "code", "execution_count": 24, "id": "f27cfa43-adeb-4d3e-a7f7-413f33695209", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\u001b[0;31mSignature:\u001b[0m\n", "\u001b[0msim\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mphys_fields\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0manimate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mkey_field\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mdt_frame_in_sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0.3\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mdt_equations\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mtmin\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mtmax\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mrepeat\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0msave_file\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mnumfig\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mfargs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mfig_kw\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mDocstring:\u001b[0m\n", "Load the key field from multiple save files and display as\n", "an animated plot or save as a movie file.\n", "\n", "Parameters\n", "----------\n", "key_field : str\n", " Specifies which field to animate\n", "dt_frame_in_sec : float\n", " Interval between animated frames in seconds\n", "dt_equations : float\n", " Approx. interval between saved files to load in simulation time\n", " units\n", "tmax : float\n", " Animate till time `tmax`.\n", "repeat : bool\n", " Loop the animation\n", "save_file : str or bool\n", " Path to save the movie. When `True` saves into a file instead\n", " of plotting it on screen (default: ~/fluidsim_movie.mp4). Specify\n", " a string to save to another file location. Format is autodetected\n", " from the filename extension.\n", "numfig : int\n", " Figure number on the window\n", "fargs : dict\n", " Dictionary of arguments for `update_animation`. Matplotlib\n", " requirement.\n", "fig_kw : dict\n", " Dictionary of arguments for arguments for the figure.\n", "\n", "Other Parameters\n", "----------------\n", "All `kwargs` are passed on to `init_animation` and `_ani_save`\n", "\n", "xmax : float\n", " Set x-axis limit for 1D animated plots\n", "ymax : float\n", " Set y-axis limit for 1D animated plots\n", "clim : tuple\n", " Set colorbar limits for 2D animated plots\n", "step : int\n", " Set step value to get a coarse 2D field\n", "QUIVER : bool\n", " Set quiver on or off on top of 2D pcolor plots\n", "codec : str\n", " Codec used to save into a movie file (default: ffmpeg)\n", "\n", "Examples\n", "--------\n", ">>> import fluidsim as fls\n", ">>> sim = fls.load_sim_for_plot()\n", ">>> animate = sim.output.spectra.animate\n", ">>> animate('E')\n", ">>> animate('rot')\n", ">>> animate('rot', dt_equations=0.1, dt_frame_in_sec=50, clim=(-5, 5))\n", ">>> animate('rot', clim=(-300, 300), fig_kw={\"figsize\": (14, 4)})\n", ">>> animate('rot', tmax=25, clim=(-5, 5), save_file='True')\n", ">>> animate('rot', clim=(-5, 5), save_file='~/fluidsim.gif', codec='imagemagick')\n", "\n", ".. TODO: Use FuncAnimation with blit=True option.\n", "\n", "Notes\n", "-----\n", "\n", "This method is kept as generic as possible. Any arguments specific to\n", "1D, 2D or 3D animations or specific to a type of output are be passed\n", "via keyword arguments (``kwargs``) into its respective\n", "``init_animation`` or ``update_animation`` methods.\n", "\u001b[0;31mFile:\u001b[0m ~/Dev/fluidsim/fluidsim/base/output/movies.py\n", "\u001b[0;31mType:\u001b[0m method\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "?sim.output.phys_fields.animate" ] }, { "cell_type": "markdown", "id": "4bda77f4-b052-4e9d-9bf0-4415011c7f5d", "metadata": {}, "source": [ "## How to use Paraview or Visit?\n", "\n", "For serious 3D representations, it is easy to use specialized software like Paraview or Visit. These programs are able to open .xmf files which describe how the physical fields are stored in the hdf5 / netcdf fluidsim files.\n", "\n", "One needs to create the .xmf file with the command line tool `fluidsim-create-xml-description`." ] }, { "cell_type": "code", "execution_count": 25, "id": "d47a63e5-62da-4845-91d3-b7f167551e1a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Creation of the file /home/pierre/Sim_data/tutorial_parametric_study/ns3d.strat_144x144x48_V4.5x4.5x1.5_N0.2_Lf3.5_U0.04_D0.5_2021-10-05_16-49-31/states_phys.xmf\n", "Open it with a Xdmf reader to read the output files.\n" ] } ], "source": [ "! fluidsim-create-xml-description {sim.output.path_run}" ] }, { "cell_type": "code", "execution_count": 26, "id": "af2a98e2-995b-41dc-86af-12d1dbc42fd2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/home/pierre/Sim_data/tutorial_parametric_study/ns3d.strat_144x144x48_V4.5x4.5x1.5_N0.2_Lf3.5_U0.04_D0.5_2021-10-05_16-49-31/states_phys.xmf\n" ] } ], "source": [ "! ls {sim.output.path_run + \"/*.xmf\"}" ] }, { "cell_type": "code", "execution_count": 27, "id": "f24c4cf5-3129-4b65-9765-ce80229e054f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n", " \n", " \n", " \n", " \n", "