{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Getting started\n", "Once FluidSF is installed, you can load the module into Python and run some basic calculations with random data." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import warnings\n", "\n", "import matplotlib_inline.backend_inline\n", "import numpy as np\n", "import seaborn as sns\n", "\n", "warnings.filterwarnings(\"ignore\") # Ignore warnings for the purpose of this tutorial\n", "\n", "sns.set_style(style=\"white\")\n", "sns.set_context(\"talk\")\n", "\n", "matplotlib_inline.backend_inline.set_matplotlib_formats(\"png\", dpi=200)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create a 2D velocity field\n", "\n", "We will generate u and v velocity arrays that increase linearly in x. The v velocity will be half the magnitude of the u velocity." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "nx, ny = 100, 100\n", "x = np.linspace(0, 1, nx)\n", "y = np.linspace(0, 1, ny)\n", "X, Y = np.meshgrid(x, y)\n", "\n", "u = X\n", "v = 0.5 * X" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, sharex=True, sharey=True, figsize=(12, 5))\n", "p1 = ax1.pcolormesh(x, y, u, cmap=\"RdBu\", vmin=-1, vmax=1)\n", "p2 = ax2.pcolormesh(x, y, v, cmap=\"RdBu\", vmin=-1, vmax=1)\n", "fig.colorbar(p1, label=\"u-velocity\")\n", "fig.colorbar(p2, label=\"v-velocity\")\n", "ax1.set_xlabel(\"x\")\n", "ax2.set_xlabel(\"x\")\n", "ax1.set_ylabel(\"y\")\n", "ax2.set_ylabel(\"y\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Generate the velocity structure function\n", "\n", "We can generate structure function using the function `generate_structure_functions_2d`. The function returns a dictionary with the all supported structure functions and separation distances in each direction. \n", "\n", "By default the advective velocity structure functions are calculated and the remaining structure functions are set to `None`. To calculate all velocity structure functions we set `sf_type=[\"ASF_V\", \"LLL\", \"LL\", \"LTT\"]`. \n", "\n", "We set the boundary condition to `None` because our random data is non-periodic. If we had periodic data we could set the boundary condition based on the direction of periodicity (i.e. `boundary=\"periodic-x\"` or `boundary=\"periodic-y\"` or `boundary=\"periodic-all\"` for 2D data). " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import fluidsf\n", "\n", "sf = fluidsf.generate_structure_functions_2d(\n", " u, v, x, y, sf_type=[\"ASF_V\", \"LLL\", \"LL\", \"LTT\"], boundary=None\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The keys of the dictionary `sf` are \n", "\n", "- `SF_advection_velocity_dir`: Advective velocity structure function in the direction of the separation vector (`dir` = `x`, `y`, `z`).\n", "- `SF_advection_scalar_dir`: Advective scalar structure function in the direction of the separation vector (`dir` = `x`, `y`, `z`).\n", "- `SF_LL_dir`: Longitudinal second order velocity structure function in the direction of the separation vector (`dir` = `x`, `y`, `z`).\n", "- `SF_LLL_dir`: Longitudinal third order velocity structure function in the direction of the separation vector (`dir` = `x`, `y`, `z`).\n", "- `SF_LTT_dir`: Longitudinal-transverse-transverse third order velocity structure function in the direction of the separation vector (`dir` = `x`, `y`, `z`).\n", "- `SF_LSS_dir`: Longitudinal-scalar-scalar third order velocity structure function in the direction of the separation vector (`dir` = `x`, `y`, `z`).\n", "- `dir-diffs`: Separation distances in each direction (`dir` = `x`, `y`, `z`)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the advective velocity structure functions in x and y" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "ax.loglog(sf[\"x-diffs\"], sf[\"SF_advection_velocity_x\"], label=\"ASF_V(r)\", color=\"C0\")\n", "ax.loglog(sf[\"x-diffs\"], sf[\"SF_LL_x\"], label=\"LL(r)\", color=\"C1\")\n", "ax.loglog(sf[\"x-diffs\"], sf[\"SF_LLL_x\"], label=\"LLL(r)\", color=\"C2\")\n", "ax.loglog(sf[\"x-diffs\"], sf[\"SF_LTT_x\"], label=\"LTT(r)\", color=\"C3\")\n", "ax.loglog(\n", " sf[\"x-diffs\"],\n", " (5 / 4) * sf[\"x-diffs\"] ** 2,\n", " color=\"k\",\n", " linestyle=(0, (5, 10)),\n", ")\n", "ax.loglog(sf[\"x-diffs\"], sf[\"x-diffs\"] ** 2, color=\"k\", linestyle=(0, (5, 10)))\n", "ax.loglog(sf[\"x-diffs\"], sf[\"x-diffs\"] ** 3, color=\"k\", linestyle=(0, (5, 10)))\n", "ax.loglog(\n", " sf[\"x-diffs\"],\n", " 0.25 * sf[\"x-diffs\"] ** 3,\n", " color=\"k\",\n", " linestyle=(0, (5, 10)),\n", ")\n", "\n", "ax.annotate(\n", " r\"$\\frac{5}{4}r^{2}$\",\n", " (0.2, 0.58),\n", " textcoords=\"axes fraction\",\n", " color=\"k\",\n", ")\n", "\n", "ax.annotate(\n", " r\"$r^{2}$\",\n", " (0.2, 0.44),\n", " textcoords=\"axes fraction\",\n", " color=\"k\",\n", ")\n", "\n", "ax.annotate(\n", " r\"$r^{3}$\",\n", " (0.2, 0.3),\n", " textcoords=\"axes fraction\",\n", " color=\"k\",\n", ")\n", "\n", "ax.annotate(\n", " r\"$\\frac{1}{4}r^{3}$\",\n", " (0.2, 0.1),\n", " textcoords=\"axes fraction\",\n", " color=\"k\",\n", ")\n", "\n", "plt.hlines(0, 0, 1, color=\"k\", lw=1, zorder=0)\n", "ax.set_xlabel(\"Separation distance (r)\")\n", "ax.set_ylabel(\"Structure function (SF(r))\")\n", "ax.legend(loc=\"lower right\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Scalar structure functions\n", "The scalar structure functions can be generated by including `\"ASF_S\"` and/or `\"LSS\"` in `sf_type`." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "S = X + Y\n", "\n", "sf = fluidsf.generate_structure_functions_2d(\n", " u, v, x, y, sf_type=[\"ASF_S\", \"LSS\"], scalar=S, boundary=None\n", ")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, ax = plt.subplots()\n", "ax.loglog(\n", " sf[\"x-diffs\"],\n", " sf[\"SF_advection_scalar_x\"],\n", " label=\"ASF_S(r)\",\n", " color=\"tab:blue\",\n", ")\n", "\n", "ax.loglog(\n", " sf[\"x-diffs\"],\n", " sf[\"SF_LSS_x\"],\n", " label=\"LSS(r)\",\n", " color=\"tab:blue\",\n", " linestyle=\"dotted\",\n", ")\n", "\n", "ax.loglog(\n", " sf[\"x-diffs\"], (3 / 2) * sf[\"x-diffs\"] ** 2, color=\"k\", linestyle=(0, (5, 10))\n", ")\n", "ax.loglog(sf[\"x-diffs\"], sf[\"x-diffs\"] ** 3, color=\"k\", linestyle=(0, (5, 10)))\n", "\n", "ax.annotate(\n", " r\"$\\frac{3}{2}r^{2}$\",\n", " (0.2, 0.52),\n", " textcoords=\"axes fraction\",\n", " color=\"k\",\n", ")\n", "\n", "ax.annotate(\n", " r\"$r^{3}$\",\n", " (0.2, 0.14),\n", " textcoords=\"axes fraction\",\n", " color=\"k\",\n", ")\n", "\n", "plt.hlines(0, 0, 1, color=\"k\", lw=1, zorder=0)\n", "ax.set_xlabel(\"Separation distance (r)\")\n", "ax.set_ylabel(\"Structure function (SF(r))\")\n", "ax.legend(loc=\"lower right\")\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "py311", "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 2 }