{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Structure functions with 1D data\n", "\n", "This example will guide you through calculating structure functions with 1D velocity data. \n", "\n", "**General procedure**:\n", "\n", "1. Generate a 1D velocity field\n", "2. Calculate different types of structure functions\n", "3. Plot the structure functions as a function of separation distance" ] }, { "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 1D data\n", "We will generate u and v velocity arrays that increase linearly. The v velocity will be half the magnitude of the u velocity. We will also create an arbitrary scalar array at half the magnitude of the v velocity." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "nx = 100\n", "x = np.linspace(0, 1, nx)\n", "u = x\n", "v = 0.5 * x\n", "scalar = 0.25 * 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, ax = plt.subplots()\n", "ax.plot(x, u, label=\"u\")\n", "ax.plot(x, v, label=\"v\", linestyle=\"--\")\n", "ax.plot(x, scalar, label=\"scalar\", linestyle=\":\")\n", "ax.set_xlabel(\"x\")\n", "ax.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate various velocity-based structure functions\n", "We will calculate two different structure functions at the same time with this step. You can choose different structure functions by changing the argument `sf_type`. Accepted strings are `LL`, `LLL`, `LTT`, and `LSS`." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import fluidsf\n", "\n", "sf = fluidsf.generate_structure_functions_1d(\n", " u=u, x=x, sf_type=[\"LL\", \"LLL\"], boundary=None\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check which keys have data in the `sf` dictionary. Other keys are available but have been initialized to `None`." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SF_LL\n", "SF_LLL\n", "x-diffs\n" ] } ], "source": [ "for key in sf.keys():\n", " if sf[key] is not None:\n", " print(key)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Note**: if you include `LTT` and/or `LSS` you must provide arguments for `v` and `scalar`, respectively. Otherwise FluidSF will raise an error. \n", "\n", "Now let's calculate all the possible structure functions." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "sf_all = fluidsf.generate_structure_functions_1d(\n", " u=u, v=v, scalar=scalar, x=x, sf_type=[\"LL\", \"LLL\", \"LTT\", \"LSS\"], boundary=None\n", ")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SF_LL\n", "SF_LLL\n", "SF_LTT\n", "SF_LSS\n", "x-diffs\n" ] } ], "source": [ "for key in sf_all.keys():\n", " if sf_all[key] is not None:\n", " print(key)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot structure functions and compare" ] }, { "cell_type": "code", "execution_count": 8, "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_all[\"x-diffs\"], sf_all[\"SF_LL\"], label=\"LL(r)\", color=\"C0\")\n", "ax.loglog(sf_all[\"x-diffs\"], sf_all[\"SF_LLL\"], label=\"LLL(r)\", color=\"C1\")\n", "ax.loglog(sf_all[\"x-diffs\"], sf_all[\"SF_LTT\"], label=\"LTT(r)\", color=\"C2\")\n", "ax.loglog(sf_all[\"x-diffs\"], sf_all[\"SF_LSS\"], label=\"LSS(r)\", color=\"C3\")\n", "ax.loglog(sf_all[\"x-diffs\"], sf_all[\"x-diffs\"] ** 2, color=\"k\", linestyle=(0, (5, 10)))\n", "ax.loglog(sf_all[\"x-diffs\"], sf_all[\"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", "ax.loglog(\n", " sf[\"x-diffs\"],\n", " (1/16) * sf[\"x-diffs\"] ** 3,\n", " color=\"k\",\n", " linestyle=(0, (5, 10)),\n", ")\n", "\n", "ax.annotate(\n", " r\"$r^{2}$\",\n", " (0.2, 0.56),\n", " textcoords=\"axes fraction\",\n", " color=\"k\",\n", ")\n", "\n", "ax.annotate(\n", " r\"$r^{3}$\",\n", " (0.2, 0.37),\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 }