{ "cells": [ { "cell_type": "markdown", "id": "ba0f81cc", "metadata": {}, "source": [ "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/seap-udea/fargopy/blob/main/examples/fargopy-tutorial-time_interpolation.ipynb)" ] }, { "cell_type": "markdown", "id": "f1ea49f5", "metadata": {}, "source": [ "

\n", "\n", "# Tutorial: Interpolating simulation fields in time" ] }, { "cell_type": "code", "execution_count": 1, "id": "1cd50683", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Not running in Colab, skipping installation\n" ] } ], "source": [ "try:\n", " from google.colab import drive\n", " %pip install -Uq git+https://github.com/seap-udea/fargopy\n", "except ImportError:\n", " print(\"Not running in Colab, skipping installation\")\n", " %load_ext autoreload\n", " %autoreload 2\n", "!mkdir -p ./gallery/\n" ] }, { "cell_type": "markdown", "id": "be31110a", "metadata": {}, "source": [ "In this notebook, we illustrate how to interpolate between snapshots, ie. in the time direction, data from `FARGO3D` \n", "\n", "With the interpolated data, we can generate enhanced plots and animations that provide deeper insights into the simulation results. This allows for better visualization and understanding of the physical phenomena represented in the data." ] }, { "cell_type": "markdown", "id": "c19a2d3b", "metadata": {}, "source": [ "### Before starting" ] }, { "cell_type": "markdown", "id": "02fc858c", "metadata": {}, "source": [ "If you are in `Google Colab`, install the latest version of the package:" ] }, { "cell_type": "markdown", "id": "b0264a06", "metadata": {}, "source": [ "For this tutorial you will need the following external modules and tools:" ] }, { "cell_type": "code", "execution_count": 2, "id": "4b91fd47", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running FARGOpy version 1.1.1.\n", "NOTE: Since alpha versions (<=0.X.X) a major refactor has been done in versions 1.1.X.\n", "Please check the documentation for more information.\n" ] } ], "source": [ "import fargopy as fp\n", "import numpy as np \n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "from celluloid import Camera\n", "from tqdm import tqdm\n", "from IPython.display import HTML" ] }, { "cell_type": "markdown", "id": "943e5aa4", "metadata": {}, "source": [ "### Let's `FARGOpy`" ] }, { "cell_type": "markdown", "id": "80df6b40", "metadata": {}, "source": [ "Download, for instance, the 3D simulation of a disk with a Jovian planet:" ] }, { "cell_type": "code", "execution_count": 3, "id": "b79665f2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Precomputed output directory '/tmp/p3disoj' already exist\n", "Your simulation is now connected with '/Users/jzuluaga/fargo3d/'\n", "Now you are connected with output directory '/tmp/p3disoj'\n", "Found a variables.par file in '/tmp/p3disoj', loading properties\n", "Loading variables\n", "85 variables loaded\n", "Simulation in 3 dimensions\n", "Loading domain in spherical coordinates:\n", "\tVariable phi: 128 [[0, np.float64(-3.117048960983623)], [-1, np.float64(3.117048960983623)]]\n", "\tVariable r: 64 [[0, np.float64(0.5078125)], [-1, np.float64(1.4921875)]]\n", "\tVariable theta: 32 [[0, np.float64(1.4231400767948967)], [-1, np.float64(1.5684525767948965)]]\n", "Number of snapshots in output directory: 11\n", "Planets found in summary.dat\n", " Name: Jupiter, Initial pos: [1.0, 0.001, 0.0], Mass: 0.001\n" ] } ], "source": [ "PATH = fp.Simulation.download_precomputed('p3disoj')\n", "sim = fp.Simulation(output_dir=PATH)" ] }, { "cell_type": "markdown", "id": "0cc534f5", "metadata": {}, "source": [ "Now we can load multiples fields as a list from specific snapshots:" ] }, { "cell_type": "code", "execution_count": 4, "id": "33b95bbd", "metadata": {}, "outputs": [], "source": [ "fields_interp = sim.load_field(\n", " fields='gasdens',\n", " slice='phi=0',\n", " snapshot=(0,10)\n", ")\n", "Xrot = fields_interp.var1_mesh[0] # X mesh\n", "Yrot = fields_interp.var2_mesh[0] # Y mesh\n", "Zrot = fields_interp.var3_mesh[0] # Z mesh" ] }, { "cell_type": "markdown", "id": "095e0470", "metadata": {}, "source": [ "## Time Interpolation" ] }, { "cell_type": "markdown", "id": "5450962d", "metadata": {}, "source": [ "### 1D + Time" ] }, { "cell_type": "markdown", "id": "33654529", "metadata": {}, "source": [ "Lets see the time interpolati\u00f3n in action:" ] }, { "cell_type": "code", "execution_count": 14, "id": "7d281e8a", "metadata": {}, "outputs": [], "source": [ "fields = sim.load_field(\n", " fields='gasdens',\n", " slice=\"phi=0,theta= 89 deg\",\n", " snapshot=[0,10])\n", "\n", "xsim = fields.var1_mesh[0]\n", "ysim = fields.var2_mesh[0]\n", "zsim = fields.var3_mesh[0]\n", "rsim = np.sqrt(xsim**2 + ysim**2 + zsim**2)\n", "\n", "times = np.linspace(0, 1.0, 100) # 100 timesteps" ] }, { "cell_type": "code", "execution_count": 15, "id": "da408c70", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generating animation (it may take a while, go for a coffee)...\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.ioff()\n", "fig,axs = plt.subplots(1,1,figsize=(6,6))\n", "cmap = 'Spectral_r'\n", "camera = Camera(fig)\n", "\n", "xmin,xmax = fields_interp.var1_mesh[0].min(), fields_interp.var1_mesh[0].max()\n", "zmin,zmax = fields_interp.var3_mesh[0].min(), fields_interp.var3_mesh[0].max()\n", "\n", "axs.set_xlim(xmin, xmax)\n", "axs.set_ylim(zmin, zmax)\n", "axs.set_xlabel('$x$ [au]')\n", "axs.set_ylabel('$z$ [au]')\n", "\n", "fp.Plot.fargopy_mark(axs)\n", "\n", "times= np.linspace(0, 1.0, 100)\n", "\n", "for t in tqdm(times):\n", " \n", " dens = fields_interp.evaluate(\n", " time=t,\n", " var1=Xrot,\n", " var3=Zrot\n", " )\n", "\n", " dens = np.log10(dens * sim.URHO) \n", " pc = axs.contourf(Xrot, Zrot, dens, cmap=cmap, levels=100)\n", " axs.contour(Xrot, Zrot, dens, levels=20, colors='k', linewidths=0.5)\n", " axs.text(0.03, 0.98, f'Normalized time: {t:.2f}',transform=axs.transAxes,\n", " ha='left', va='top', fontsize=12, bbox=dict(facecolor='white', alpha=0.7, edgecolor='none'))\n", " \n", " \n", " camera.snap()\n", "\n", "plt.colorbar(pc, ax=axs, label=f'Gas Density Log($g/cm^3$)')\n", "plt.ion()\n", "\n", "animation = camera.animate(interval=100,blit=True)\n", "animation.save('gallery/fargopy-tutorial-interpolation.gif', writer='pillow')\n", "\n", "print(f\"Generating animation (it may takes a while, go for a coffee)...\")\n", "HTML(animation.to_jshtml())" ] }, { "cell_type": "markdown", "id": "4919c63b", "metadata": {}, "source": [ "Let's see an azimutal plot:" ] }, { "cell_type": "code", "execution_count": 7, "id": "af729dbd", "metadata": {}, "outputs": [], "source": [ "fields_interp = sim.load_field(\n", " fields='gasdens',\n", " slice='r=[0.8,1.2],phi=[-25 deg,25 deg],theta=1.56',\n", " snapshot=(0,10)\n", ")\n", "Xrot = fields_interp.var1_mesh[0] # X mesh\n", "Yrot = fields_interp.var2_mesh[0] # Y mesh\n", "\n", "xmin,xmax = fields_interp.var1_mesh[0].min(), fields_interp.var1_mesh[0].max()\n", "ymin,ymax = fields_interp.var2_mesh[0].min(), fields_interp.var2_mesh[0].max()\n" ] }, { "cell_type": "markdown", "id": "a7106738", "metadata": {}, "source": [ "Animate it!" ] }, { "cell_type": "code", "execution_count": 8, "id": "eccb0ab3", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 100/100 [00:01<00:00, 81.06it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generating animation (it may takes a while, go for a coffee)...\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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