{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"`Cortix` 2019 **07Aug2019** Updated: **24Nov2024** Valmor F. de Almeida\n",
"\n",
"# Droplet Swirl Example\n",
"* This is part of the [Cortix](https://cortix.org)-on-[Jupyter-Notebook](https://github.com/dpploy/cortix-nb) examples.\n",
"* You must be in a Jupyter Notebook server to run this notebook.\n",
"* Select each of the cells below and run them sequentially (use the run button, `>|` on the tool bar or use the `Cell` option on the menu bar).\n",
"* Alternatively, on the menu bar run all cells: `Cell -> Run All`.\n",
"\n",
"$ \n",
" \\newcommand{\\Amtrx}{\\boldsymbol{\\mathsf{A}}}\n",
" \\newcommand{\\Bmtrx}{\\boldsymbol{\\mathsf{B}}}\n",
" \\newcommand{\\Smtrx}{\\boldsymbol{\\mathsf{S}}}\n",
" \\newcommand{\\xvec}{\\boldsymbol{\\mathsf{x}}}\n",
" \\newcommand{\\vvar}{\\boldsymbol{v}}\n",
" \\newcommand{\\fvar}{\\boldsymbol{f}}\n",
" \\newcommand{\\Power}{\\mathcal{P}}\n",
" \\newcommand{\\bm}[1]{{\\boldsymbol{#1}}}\n",
"$"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"---\n",
"## Table of Contents\n",
"* [Introduction](#intro)\n",
" - [Droplet motion model](#dropletmodel)\n",
" - [Vortex motion model](#vortexmodel)\n",
"* [Write a Cortix run file](#runfile)\n",
"* [Verify the network connectivity](#net)\n",
"* [Run the network simulation](#run)\n",
"* [Results inspection through Cortix](#inspect)\n",
" - [Results: All droplets](#dataplot)\n",
" - [Results: Individual droplets](#droplet)\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Introduction"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This Cortix use-case simulates the motion of a swarm of droplets in a vortex stream. \n",
"It consists of two modules, namely, a `Droplet` module used to model the droplet dynamics, \n",
"and a `Vortex` module used to model the effects of the surrounding air on the falling \n",
"droplets. The `Droplet` module is instantiated as many times as there are droplets in \n",
"the simulation while a single `Vortex` module is connected to all `Droplet` \n",
"instances. The communication between modules entails a two-way data exchange between \n",
"the `Vortex` module and the `Droplet` modules, where `Droplet` sends \n",
"its position to `Vortex` and `Vortex` returns the air velocity to `Droplet` at the given position."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Droplet motion model"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The equation of motion of a spherical droplet can be written as:\n",
" \\begin{equation*}\n",
" m_\\text{d}\\,d_t\\bm{v} = \\bm{f}_\\text{d} + \\bm{f}_\\text{b} ,\n",
" \\end{equation*}\n",
"where\n",
" \\begin{equation*}\n",
" \\bm{f}_\\text{d} = c_\\text{d} A \\, \\rho_\\text{f}\\, \n",
" \\frac{||\\bm{v} - \\bm{v}_\\text{f}||}{2}\\,(\\bm{v} - \\bm{v}_\\text{f}) ,\n",
" \\end{equation*}\n",
"is the form drag force on the droplet,\n",
" \\begin{equation*}\n",
" \\bm{f}_\\text{b} = (m_\\text{d} - m_\\text{f})\\,g \\hat{z} ,\n",
" \\end{equation*} \n",
"is the buoyancy force on the droplet,\n",
" \\begin{equation*}\n",
" c_\\text{d}(Re) = \n",
" \\begin{cases}\n",
" \\frac{24}{Re} & Re < 0.1\\\\\n",
" \\Bigl(\\sqrt{\\frac{24}{Re}} + 0.5407\\Bigr)^2 & 0.1 \\leq Re < 6000 \\\\\n",
" 0.44 & Re \\geq 6000\n",
" \\end{cases}\n",
" \\end{equation*}\n",
"is the drag coefficient as a function of Reynold's number, \n",
"$Re=\\frac{\\rho_\\text{f}\\,||\\bm{v}||\\,d}{\\mu_\\text{f}}$.\n",
"The mass of the droplet and its displaced fluid mass are denoted $m_d$ and $m_f$,\n",
"respectively. Droplet diameter, $d$, dynamic viscosity, $\\mu_\\text{f}$, and \n",
"mass density, $\\rho_\\text{f}$, of the surrounding air are provided."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Vortex motion model"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here we simply use an imposed vortex circulation in analytical form given by its \n",
"tangential component of velocity\n",
" \\begin{equation*}\n",
" v_\\theta(r,z,t) = \\Bigl(1 - e^{\\frac{-r^2}{8\\,r_c^2}}\\Bigr) \n",
" \\frac{\\Gamma}{2\\pi\\, \\max(r,r_c)} f(z) \\, \\bigl|\\cos(\\mu\\,t)\\bigr|,\n",
" \\end{equation*}\n",
"and its vertical component\n",
" \\begin{equation*}\n",
" v_z(z,t) = v_h \\, f(z) \\, \\bigl|\\cos(\\mu\\,t)\\bigr|,\n",
" \\end{equation*}\n",
"where \n",
" \\begin{equation*}\n",
" f(z) = e^{\\frac{-(h - z)}{\\ell}}\n",
" \\end{equation*}\n",
" is a vertical relaxation factor, $r_c$ is the vortex core radius,\n",
" $\\Gamma = \\frac{2\\pi R}{v_\\theta |_{r = R}}$ is the vortex circulation,\n",
" $R$ is the vortex outer radius,\n",
" $h$ is the height of the vortex, and\n",
" $\\ell$ is the relaxation length of $v_z$."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Write the run context"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# Import various packages; must have the Cortix repository installed\n",
"\n",
"import scipy.constants as const\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# Leave this block here for Azure\n",
"try:\n",
" import cortix\n",
"except ImportError:\n",
" print('Installing the \"cortix\" package...')\n",
" print('')\n",
" !pip install cortix\n",
" import cortix\n",
"\n",
"from cortix.src.cortix_main import Cortix\n",
"from cortix.src.network import Network\n",
"\n",
"# Import the example modules\n",
"from cortix.examples.droplet_swirl.vortex import Vortex\n",
"from cortix.examples.droplet_swirl.droplet import Droplet"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"code_folding": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[28571] 2024-11-24 15:49:03,165 - cortix - INFO - Created Cortix object \n",
"_____________________________________________________________________________\n",
" L A U N C H I N G \n",
"_____________________________________________________________________________\n",
" ... s . (TAAG Fraktur)\n",
" xH88\"`~ .x8X :8 @88>\n",
" :8888 .f\"8888Hf u. .u . .88 %8P uL ..\n",
":8888> X8L ^\"\"` ...ue888b .d88B :@8c :888ooo . .@88b @88R\n",
"X8888 X888h 888R Y888r =\"8888f8888r -*8888888 .@88u \"\"Y888k/\"*P\n",
"88888 !88888. 888R I888> 4888>\"88\" 8888 888E` Y888L\n",
"88888 %88888 888R I888> 4888> \" 8888 888E 8888\n",
"88888 `> `8888> 888R I888> 4888> 8888 888E `888N\n",
"`8888L % ?888 ! u8888cJ888 .d888L .+ .8888Lu= 888E .u./\"888&\n",
" `8888 `-*\"\" / \"*888*P\" ^\"8888*\" ^%888* 888& d888\" Y888*\"\n",
" \"888. :\" \"Y\" \"Y\" \"Y\" R888\" ` \"Y Y\"\n",
" `\"\"***~\"` \"\"\n",
" https://cortix.org \n",
"_____________________________________________________________________________\n"
]
}
],
"source": [
"# Create a Cortix object with Python multiprocessing\n",
"\n",
"swirl = Cortix(use_mpi=False,splash=True)\n",
"\n",
"swirl.network = Network()\n",
"swirl_net = swirl.network\n",
"\n",
"# Set parameters in SI units\n",
"\n",
"n_droplets = 15\n",
"end_time = 3*const.minute\n",
"time_step = 0.2"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Warning: not a chemical element Ai\n"
]
}
],
"source": [
"# Create the application network\n",
"\n",
"# Vortex module (single)\n",
"vortex = Vortex()\n",
"swirl_net.module(vortex)\n",
"vortex.show_time = (True,1*const.minute)\n",
"vortex.end_time = end_time\n",
"vortex.time_step = time_step\n",
"\n",
"for i in range(n_droplets):\n",
" \n",
" # Droplet modules (multiple)\n",
" droplet = Droplet()\n",
" swirl_net.module(droplet)\n",
" droplet.end_time = end_time\n",
" droplet.time_step = time_step\n",
" droplet.bounce = False # allow droplets to bounce off the ground\n",
" droplet.slip = False # allow droplets to slip on the ground (otherwise will stick)\n",
" droplet.save = True # Save the simulation data for post-processing\n",
" \n",
" swirl_net.connect( [droplet, 'external-flow'], [vortex, vortex.get_port('fluid-flow:{}'.format(i))])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Verify the network connectivity"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
"\n",
"\n",
"\n",
"\n"
],
"text/plain": [
""
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# View the Cortix network created\n",
"\n",
"swirl_net.draw() # undirected graph means the communication is bidirectional."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Run network simulation"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[28571] 2024-11-24 15:49:03,466 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,473 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,476 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,483 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,486 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,492 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,498 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,500 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,507 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,510 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,521 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,530 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,538 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,552 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,566 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:03,576 - cortix - INFO - Launching Module \n",
"[28571] 2024-11-24 15:49:24,022 - cortix - WARNING - Network::run(): not all modules reloaded from disk. # modules = 16; # files = 15\n",
"[28571] 2024-11-24 15:49:24,023 - cortix - INFO - run()::Elapsed wall clock time [s]: 20.86\n"
]
}
],
"source": [
"# Run the simulation!\n",
"\n",
"swirl.run()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Results inspection through Cortix"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### All droplets"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"'''All droplets' trajectory'''\n",
"\n",
"from mpl_toolkits.mplot3d import Axes3D\n",
"import matplotlib.pyplot as plt\n",
"\n",
"position_histories = list()\n",
"for m in swirl_net.modules[1:]:\n",
" position_histories.append( m.liquid_phase.get_quantity_history('position')[0].value )\n",
" \n",
"fig = plt.figure(1)\n",
"ax = fig.add_subplot(111,projection='3d')\n",
"ax.set_title('Droplet Trajectories')\n",
"ax.set_xlabel('x')\n",
"ax.set_ylabel('y')\n",
"ax.set_zlabel('z')\n",
"for p in position_histories:\n",
" x = [u[0] for u in p]\n",
" y = [u[1] for u in p]\n",
" z = [u[2] for u in p]\n",
" ax.plot(x,y,z)\n",
"plt.rcParams['figure.figsize'] = [10,10]\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Trajectories of all droplets released from random positions at 500-m altitude. Multiprocessing parallel run with number of processes corresponding to all modules: all `Droplet` modules, 1 `Vortex` module,\n",
"and 1 Cortix master process."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"'''All droplets' speed'''\n",
"\n",
"fig = plt.figure(2)\n",
"plt.xlabel('Time [min]')\n",
"plt.ylabel('Speed [m/s]')\n",
"plt.title('All Droplets')\n",
"\n",
"for m in swirl_net.modules[1:]:\n",
" speed = m.liquid_phase.get_quantity_history('speed')[0].value\n",
" plt.plot(list(speed.index/60), speed.tolist())\n",
"\n",
"plt.rcParams['figure.figsize'] = [8,5]\n",
"plt.grid()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"'''All droplets' radial position'''\n",
"\n",
"fig = plt.figure(3)\n",
"plt.xlabel('Time [min]')\n",
"plt.ylabel('Radial Position [m]')\n",
"plt.title('All Droplets')\n",
"\n",
"for m in swirl_net.modules[1:]:\n",
" radial_pos = m.liquid_phase.get_quantity_history('radial-position')[0].value\n",
" plt.plot(list(radial_pos.index/60), radial_pos.tolist())\n",
"\n",
"plt.rcParams['figure.figsize'] = [8,5]\n",
"plt.grid()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Individual droplet modules"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"time unit = s\n",
"speed unit = m/s\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"'''Droplet 1 Module State'''\n",
"\n",
"droplet_1 = swirl_net.modules[2]\n",
"(speed_quant,time_unit) = droplet_1.liquid_phase.get_quantity_history('speed')\n",
"print('time unit = ',time_unit)\n",
"print('speed unit = ',speed_quant.unit)\n",
"speed = speed_quant.value\n",
"speed.plot(title='Droplet 1: Speed vs Time', xlabel='Time [s]', ylabel='Speed [m/s]')\n",
"plt.rcParams['figure.figsize'] = [8,5]\n",
"plt.grid()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"time unit = s\n",
"rad. pos. unit = m\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"(radial_position_quant,time_unit) = droplet_1.liquid_phase.get_quantity_history('radial-position')\n",
"print('time unit = ',time_unit)\n",
"print('rad. pos. unit = ',radial_position_quant.unit)\n",
"rad_pos = radial_position_quant.value\n",
"rad_pos.plot(title='Droplet 1: Radial Position vs Time', xlabel='Time [s]', ylabel='Radial Position [m]')\n",
"plt.rcParams['figure.figsize'] = [8,5]\n",
"plt.grid()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Droplet at Scale\n",
"\n",
"Below is a graph of the number of droplets in the system vs the elapsed time of the corresponding simulation.\n",
"This scaling experiment uses randomly positioned droplets at altitude of 500 m. Therefore the work for each run is not exactly the same since time integration of the trajectories use time adaptivity and some trajectories take more work to complete than others. However the plot below shows the trend of the one-to-all communication bottlenect with increasing number of droplet modules.\n",
"\n",
"**Data collected courtesy of the Idaho National Labs HPC center (https://hpc.inl.gov)**"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Average number of droplets handled per second: 2.03\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"# Droplet number vs Simulation runtimes \n",
"droplet_run_times = [(250, 127), (500, 168), (1000, 346), (2000, 1660), (3000, 2659.24)]\n",
"\n",
"# Calculate the average runtime per droplet\n",
"drops_per_sec = [x/y for (x,y) in droplet_run_times]\n",
"avg_drop_per_sec = sum(drops_per_sec) / len(drops_per_sec)\n",
"print(\"Average number of droplets handled per second: %.2f\" % avg_drop_per_sec)\n",
"\n",
"plt.plot([x for (x, y) in droplet_run_times], [y for (x, y) in droplet_run_times])\n",
"plt.title(\"Wall-Clock Time vs Number of Droplets\")\n",
"plt.xlabel(\"Number of Droplets (MPI processes or Cores)\")\n",
"plt.ylabel(\"Wall-Clock Time (s)\")\n",
"plt.grid()\n",
"plt.savefig(\"droplet_trend.png\")\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.12.6"
},
"latex_envs": {
"LaTeX_envs_menu_present": true,
"autoclose": false,
"autocomplete": true,
"bibliofile": "biblio.bib",
"cite_by": "apalike",
"current_citInitial": 1,
"eqLabelWithNumbers": true,
"eqNumInitial": 1,
"hotkeys": {
"equation": "Ctrl-E",
"itemize": "Ctrl-I"
},
"labels_anchors": false,
"latex_user_defs": false,
"report_style_numbering": false,
"user_envs_cfg": false
}
},
"nbformat": 4,
"nbformat_minor": 4
}