Skip to content

Instantly share code, notes, and snippets.

@alexlib
Forked from cekees/gist:8568621
Last active August 29, 2015 14:07
Show Gist options
  • Save alexlib/a1cf521ec2c8b3915218 to your computer and use it in GitHub Desktop.
Save alexlib/a1cf521ec2c8b3915218 to your computer and use it in GitHub Desktop.
{
"metadata": {
"celltoolbar": "Slideshow",
"name": ""
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Numerical Wave Tank (2D Version)\n",
"===========================\n",
"\n",
"This notebook provides a numerical model of a wave tank that would look something like this schematically:\n",
"\n",
"<img src=\"files/wavetank.png\">"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
"- The numerical model is provided by Proteus (http://proteus.usace.army.mil)\n",
"- Proteus is being developed at ERDC and includes 2D and 3D versions of this numerical model\n",
"- This notebook will stick to 2D because it's faster and easier to pre- and post-process."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%run talktools"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<style>\n",
"/*\n",
" Simple CSS styling for using IPython Notebooks for talks.\n",
"\n",
" Author: Fernando Perez <[email protected]>\n",
"*/\n",
"\n",
".rendered_html\n",
"{\n",
" color: #2C5494;\n",
" /*font-family: Ubuntu; */\n",
" font-size: 140%;\n",
" line-height: 1.1;\n",
" margin: 0.5em 0;\n",
" }\n",
"\n",
".talk_title\n",
"{\n",
" color: #498AF3;\n",
" font-size: 250%;\n",
" font-weight:bold;\n",
" line-height: 1.2;\n",
" margin: 10px 50px 10px;\n",
" }\n",
"\n",
".subtitle\n",
"{\n",
" color: #386BBC;\n",
" font-size: 180%;\n",
" font-weight:bold;\n",
" line-height: 1.2;\n",
" margin: 20px 50px 20px;\n",
" }\n",
"\n",
".slide-header, p.slide-header\n",
"{\n",
" color: #498AF3;\n",
" font-size: 200%;\n",
" font-weight:bold;\n",
" margin: 0px 20px 10px;\n",
" page-break-before: always;\n",
" text-align: center;\n",
" }\n",
"\n",
".rendered_html h1\n",
"{\n",
" color: #498AF3;\n",
" line-height: 1.2;\n",
" margin: 0.15em 0em 0.5em;\n",
" page-break-before: always;\n",
" text-align: center;\n",
" }\n",
"\n",
"\n",
".rendered_html h2\n",
"{\n",
" color: #386BBC;\n",
" line-height: 1.2;\n",
" margin: 1.1em 0em 0.5em;\n",
" }\n",
"\n",
".rendered_html h3\n",
"{\n",
" font-size: 100%;\n",
" line-height: 1.2;\n",
" margin: 1.1em 0em 0.5em;\n",
" }\n",
"\n",
".rendered_html li\n",
"{\n",
" line-height: 1.8;\n",
" }\n",
"\n",
".input_prompt, .CodeMirror-lines, .output_area\n",
"{\n",
" font-family: Consolas;\n",
" font-size: 120%;\n",
" }\n",
"\n",
".gap-above\n",
"{\n",
" padding-top: 200px;\n",
" }\n",
"\n",
".gap01\n",
"{\n",
" padding-top: 10px;\n",
" }\n",
"\n",
".gap05\n",
"{\n",
" padding-top: 50px;\n",
" }\n",
"\n",
".gap1\n",
"{\n",
" padding-top: 100px;\n",
" }\n",
"\n",
".gap2\n",
"{\n",
" padding-top: 200px;\n",
" }\n",
"\n",
".gap3\n",
"{\n",
" padding-top: 300px;\n",
" }\n",
"\n",
".emph\n",
"{\n",
" color: #386BBC;\n",
" }\n",
"\n",
".warn\n",
"{\n",
" color: red;\n",
" }\n",
"\n",
".center\n",
"{\n",
" text-align: center;\n",
" }\n",
"\n",
".nb_link\n",
"{\n",
" padding-bottom: 0.5em;\n",
"}\n",
"\n",
"</style>\n"
],
"metadata": {},
"output_type": "display_data",
"text": [
"<IPython.core.display.HTML at 0x2f9bc90>"
]
}
],
"prompt_number": 1
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Mathematical Model\n",
"===============\n",
"\n",
"To model a tank with breaking and overtopping, we solve the following air/water flow equations in 2D (a vertical slice):\n",
"\n",
"$$\n",
"\\begin{eqnarray}\n",
"\\nabla \\cdot \\left( \\epsilon \\mathbf v \\right) &=& s \\\\\n",
"\\frac{\\partial \\left( \\epsilon \\mathbf v \\right)}{\\partial t} +\\nabla \\cdot \\left(\\epsilon \\mathbf v \\otimes \\mathbf v\\right) - \\nabla \\cdot \\left\\{\\epsilon \\nu_t \\left(\\nabla \\mathbf v+\\nabla \\mathbf v^T\\right) \\right\\} + \\mathbf r + \\frac{\\epsilon \\nabla p}{\\rho} &=& 0 \\\\\n",
"\\frac{\\partial \\phi}{\\partial t} + \\mathbf v \\cdot \\nabla \\phi &=& 0 \\\\\n",
"\\|\\nabla \\phi\\| &=& 1 \\\\\n",
"\\frac{\\partial \\theta}{\\partial t} + \\nabla \\cdot \\left( \\theta \\epsilon \\mathbf v \\right) &=& 0 \\\\\n",
"H(\\phi) &=& \\theta \\\\\n",
"\\end{eqnarray}\n",
"$$"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Notes about this demo\n",
"================\n",
"\n",
"- This software can be run locally on mac, windows, and linux if the Proteus stack is installed.\n",
"- It can also be accessed with a cloud service like Sagemath Cloud, Wakari, or an internal cloud server if we invest in setting one up (you are probably viewing on Sagemath Cloud)\n",
"- This particular notebook can also be saved as a Python script and run on HPC machines if they have the Proteus software stack installed\n",
"- Grid generation, specification of input parameters like waves, boundary conditions, and material properties can all be viewed, set from pre-existing definitions, or redefined in this notebook.\n",
"- The simulation is kicked off in the notebook as a seperate thread and monitored\n",
"- The data is archived in XDMF, which can be opened upon completion of the simulation for post-processing, furthermore additional simulations and multiple scripted runs can be orchestrated by modifying this notebook.\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Parallelism \n",
"=========\n",
"\n",
"- We need to use multiple processors to compute the solution efficiently in 3D and sometimes even in 2D. \n",
"- The IPython infrastructure allows us to attach to a set of \"engines\" (e.g. MPI tasks on an HPC machine) "
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from IPython.parallel import Client, error\n",
"cluster = Client(profile='mpiWavetank')\n",
"view = cluster[:]\n",
"view.block = True\n",
"%load_ext parallelmagic\n",
"view.activate()\n",
"print view"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"<DirectView [0, 1, 2, 3]>\n"
]
}
],
"prompt_number": 2
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"IPython Parallel \"Magics\"\n",
"====================\n",
"\n",
"As a first example of executing code in parallel on our, we use the cell magic `%%px` to execute some basic MPI code on every engine in our cluster. \n"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%%px\n",
"from mpi4py import MPI\n",
"mpi = MPI.COMM_WORLD\n",
"bcast = mpi.bcast\n",
"barrier = mpi.barrier\n",
"rank = mpi.rank\n",
"print \"MPI rank: %i/%i\" % (mpi.rank,mpi.size)"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"[stdout:0] MPI rank: 0/4\n",
"[stdout:1] MPI rank: 1/4\n",
"[stdout:2] MPI rank: 3/4\n",
"[stdout:3] MPI rank: 2/4\n"
]
}
],
"prompt_number": 3
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Load Proteus\n",
"==========\n",
"\n",
"Proteus is a Python package consiting of multiple modules. We are going to define a problem and run a simulation interactively, so we pull in the iproteus (interactive proteus) module to set up a basic environment."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
"Notes:\n",
"---------\n",
"\n",
"- Proteus runs with logging that records verying amounts of information by setting logLevel from 1 to 11\n",
"- The log is stored in a .log file, which can be downloaded\n",
"- If Profiling.verbose is set to True then logging will show up in certain output cells of the notebook, which is usually not what you want"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%%px\n",
"import sys\n",
"# Required imports\n",
"from proteus.iproteus import * \n",
"from proteus import default_n, default_s, default_so\n",
"Profiling.logLevel=5\n",
"Profiling.verbose=False"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"prompt_number": 4
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Define the tank geometry\n",
"===================\n",
"\n",
"Importing the tank module reads a text file for the bathymetry transect and generates a polygonal domain. There are several options for how we can modify it:\n",
"\n",
"- add a file upload box to just upload a different bottom bathymetry\n",
"- manipulate an interactive version of the resulting domain (an interactive version of the plot below)\n",
"- manipulate vertices directly in domain.vertices and domain.segments\n",
"\n"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%%px\n",
"import tank,tank_so"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"print \"\"\" period = %f \\n wavelength = %f \\n wave height = %f \\n depth = %f\"\"\" % (\n",
" view['tank.period'][0],\n",
" view['tank.wavelength'][0],\n",
" view['tank.waveheight'][0], \n",
" view['tank.inflowHeightMean'][0]) \n",
"view['tank.period'][:]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
" period = 2.000000 \n",
" wavelength = 6.200000 \n",
" wave height = 0.400000 \n",
" depth = 1.320000\n"
]
},
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 6,
"text": [
"[2.0, 2.0, 2.0, 2.0]"
]
}
],
"prompt_number": 6
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pylab.rcParams['figure.figsize'] = (10.0, 8.0)\n",
"plt.title('Bathmetry')\n",
"plt.xlabel(r'z[m]')\n",
"plt.ylabel(r'x[m]')\n",
"colors = ['b','g','r','c','m','y','k','w']\n",
"domain = view['tank.domain'][0]\n",
"segments = view['tank.segments'][0]\n",
"pylab.xlim(domain.x[0]-0.1*domain.L[0],domain.x[0]+domain.L[0]+0.1*domain.L[0])\n",
"for si,s in enumerate(segments):\n",
" plot([domain.vertices[s[0]][0],\n",
" domain.vertices[s[1]][0]],\n",
" [domain.vertices[s[0]][1],domain.vertices[s[1]][1]],\n",
" color=colors[domain.segmentFlags[si]-1],\n",
" linewidth=2,\n",
" marker='o')"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAmIAAAH2CAYAAADTSeAuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
"text": [
"<matplotlib.figure.Figure at 0x313b850>"
]
}
],
"prompt_number": 8
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Wave Input\n",
"=========\n",
"\n",
"Plot same predefined wave functions first"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"import tank\n",
"k = view['tank.k'][0]\n",
"amplitude = view['tank.amplitude'][0]\n",
"inflowHeightMean = view['tank.inflowHeightMean'][0]\n",
"waveHeight = view['tank.waveHeight'][0]\n",
"X = np.linspace(0,float(6.0*pi/k),40)\n",
"Z = np.linspace(float(inflowHeightMean-5*amplitude),float(inflowHeightMean+2.0*amplitude),40)\n",
"U = np.zeros((40,40),'d')\n",
"W = np.zeros((40,40),'d')\n",
"T=0.0\n",
"for J,xi in enumerate(X):\n",
" for I,zi in enumerate(Z):\n",
" z_surf = waveHeight([xi,zi],T)\n",
" if zi < z_surf:\n",
" UIJ = tank.waveVelocity_u([xi,zi],T)#(u.evalf(subs={x:xi,z:zi,t:T})).n()\n",
" WIJ = tank.waveVelocity_v([xi,zi],T)#(w.evalf(subs={x:xi,z:zi,t:T})).n()\n",
" U[I,J] = UIJ\n",
" W[I,J] = WIJ\n",
" else:\n",
" U[I,J] = 0.0\n",
" W[I,J] = 0.0\n",
"speed = np.sqrt(U*U + W*W)\n",
"hl = [tank.waveHeight([xi,zi],T) for xi,zi in zip(X,Z)]\n",
"pyplot.axis('equal')\n",
"pyplot.plot(X,hl)\n",
"pyplot.streamplot(X, Z, U, W,density=(2,2), color=speed,linewidth=2.5*speed/speed.max())"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 9,
"text": [
"<matplotlib.streamplot.StreamplotSet at 0x3e18790>"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAk0AAAHYCAYAAABQudw1AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAElFTkSuQmCC\n",
"text": [
"<matplotlib.figure.Figure at 0x32b2a50>"
]
}
],
"prompt_number": 9
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"T = np.linspace(0,float(6.0*pi/tank.omega),40)\n",
"Z = np.linspace(float(tank.inflowHeightMean-5*tank.amplitude),float(tank.inflowHeightMean+2.0*tank.amplitude),40)\n",
"U = np.zeros((40,40),'d')\n",
"W = np.zeros((40,40),'d')\n",
"X=0.0\n",
"for J,ti in enumerate(T):\n",
" for I,zi in enumerate(Z):\n",
" z_surf = tank.waveHeight([X,zi],ti)\n",
" if zi < z_surf:\n",
" UIJ = tank.waveVelocity_u([X,zi],ti)#(u.evalf(subs={x:xi,z:zi,t:T})).n()\n",
" WIJ = tank.waveVelocity_v([X,zi],ti)#(w.evalf(subs={x:xi,z:zi,t:T})).n()\n",
" U[I,J] = UIJ\n",
" W[I,J] = WIJ\n",
" else:\n",
" U[I,J] = 0.0\n",
" W[I,J] = 0.0\n",
"speed = np.sqrt(U*U + W*W)\n",
"hl = [tank.waveHeight([X,zi],ti) for ti,zi in zip(T,Z)]\n",
"pyplot.axis('equal')\n",
"pyplot.plot(T,hl)\n",
"pyplot.streamplot(T, Z, U, W,density=(2,2), color=speed,linewidth=2.5*speed/speed.max())\n",
"pyplot.xlabel('time[s]')"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 10,
"text": [
"<matplotlib.text.Text at 0x3471490>"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAk8AAAHnCAYAAAChYLlwAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nnqRgJKYAAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x349ca50>"
]
}
],
"prompt_number": 10
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Define new wave functions\n",
"====================\n",
"\n",
"If you want to use something not previously written, you can just redefine them. Note you can also change any of the wave parameters"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def myNewWaveHeight(x,t):\n",
" sigma = tanh(tank.k*(tank.inflowHeightMean+tank.amplitude))\n",
" return tank.inflowHeightMean + tank.amplitude*(cos(tank.theta(x,t)) + tank.k*tank.amplitude*cos(2.0*tank.theta(x,t))*(3.0-sigma**2)/(4.0*sigma**3))\n",
"#copy the old one before I overwrite it, because I don't really want to use the new one\n",
"import copy\n",
"myOld_k = copy.deepcopy(tank.k)\n",
"myOldWaveHeight = copy.deepcopy(tank.waveHeight)\n",
"#\n",
"tank.k = 0.5*myOld_k\n",
"tank.waveHeight = myNewWaveHeight\n",
"X = np.linspace(0,float(6.0*pi/tank.k),80)\n",
"Z = np.linspace(float(tank.inflowHeightMean-5*tank.amplitude),float(tank.inflowHeightMean+2.0*tank.amplitude),80)\n",
"U = np.zeros((80,80),'d')\n",
"W = np.zeros((80,80),'d')\n",
"T=0.0\n",
"for J,xi in enumerate(X):\n",
" for I,zi in enumerate(Z):\n",
" z_surf = tank.waveHeight([xi,zi],T)\n",
" if zi < z_surf:\n",
" UIJ = tank.waveVelocity_u([xi,zi],T)#(u.evalf(subs={x:xi,z:zi,t:T})).n()\n",
" WIJ = tank.waveVelocity_v([xi,zi],T)#(w.evalf(subs={x:xi,z:zi,t:T})).n()\n",
" U[I,J] = UIJ\n",
" W[I,J] = WIJ\n",
" else:\n",
" U[I,J] = 0.0\n",
" W[I,J] = 0.0\n",
"speed = np.sqrt(U*U + W*W)\n",
"hl = [tank.waveHeight([xi,zi],T) for xi,zi in zip(X,Z)]\n",
"tank.k = myOld_k\n",
"tank.waveHeight = myOldWaveHeight\n",
"hl_old = [myOldWaveHeight([xi,zi],T) for xi,zi in zip(X,Z)]\n",
"#pyplot.axis('equal')\n",
"pyplot.plot(X,hl,X,hl_old)\n",
"#pyplot.plot(X,hl_old)\n",
"pyplot.streamplot(X, Z, U, W,density=(2,2), color=speed)"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 11,
"text": [
"<matplotlib.streamplot.StreamplotSet at 0x48970d0>"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAk8AAAHYCAYAAABUTAwIAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n",
"text": [
"<matplotlib.figure.Figure at 0x307a590>"
]
}
],
"prompt_number": 11
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Time Stepping\n",
"===========\n",
"Tell proteus how long to run, when to archive the solution, etc."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%%px\n",
"tank.T=5*tank.period\n",
"tank.dt_fixed = tank.period/10.0\n",
"tank.dt_init = min(0.1*tank.dt_fixed,0.001)\n",
"tank.runCFL=0.33\n",
"tank.nDTout = int(round(tank.T/tank.dt_fixed))\n",
"tank_so.tnList = [0.0,tank.dt_init]+[i*tank.dt_fixed for i in range(1,tank.nDTout+1)]"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"prompt_number": 12
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Physics and Numerics\n",
"=================\n",
"\n",
"Load the modules the define the equations to be solved and the numerical methods to use."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%%px\n",
"from proteus import Comm\n",
"from petsc4py import PETSc\n",
"\n",
"so = tank_so\n",
"so.tnList = so.tnList\n",
"pList=[]\n",
"nList=[]\n",
"so.sList=[]\n",
"OptDB = PETSc.Options()\n",
"for (p,n) in so.pnList:\n",
" so.sList.append(default_s)\n",
" pList.append(__import__(p))\n",
" nList.append(__import__(n))\n",
" nList[-1].multilevelLinearSolver = default_n.KSP_petsc4py\n",
" nList[-1].levelLinearSolver = default_n.KSP_petsc4py\n",
" OptDB.setValue(pList[-1].name+\"_ksp_type\", \"preonly\")\n",
" OptDB.setValue(pList[-1].name+\"_pc_type\", \"lu\")\n",
" OptDB.setValue(pList[-1].name+\"_pc_factor_mat_solver_package\",\"superlu_dist\")\n",
"opts.save_dof = True\n",
"opts.dataDir='.'\n",
"opts.probDir='.'\n",
"opts.logLevel=7\n",
"opts.verbose=True"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"prompt_number": 13
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Numerical Solution Object\n",
"====================\n",
"\n",
"No we create an the numerical wavetank object and set it up to run in a thread on each engine."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%%px\n",
"ns = NumericalSolution.NS_base(so, pList, nList, so.sList, opts)"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"[stdout:0] TriangleBaseMesh nbase=1 baseFlags= VApq30Dena0.04805000 \n",
"[stdout:1] TriangleBaseMesh nbase=1 baseFlags= VApq30Dena0.04805000 \n",
"[stdout:2] TriangleBaseMesh nbase=1 baseFlags= VApq30Dena0.04805000 \n",
"[stdout:3] TriangleBaseMesh nbase=1 baseFlags= VApq30Dena0.04805000 \n"
]
}
],
"prompt_number": 14
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%%px --noblock\n",
"from threading import Thread\n",
"# Create a thread wrapper for the simulation. The target must be an argument-less\n",
"# function so we wrap the call to `calculateSolution` in a simple lambda:\n",
"simulation_thread = Thread(target = lambda : ns.calculateSolution('run1'))"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 15,
"text": [
"<AsyncResult: execute>"
]
}
],
"prompt_number": 15
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Define some functions to help monitor the calculation\n",
"------------------------------------------------"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from IPython.core.display import clear_output\n",
"\n",
"def plot_current_results(in_place=True):\n",
" \"\"\"Makes a blocking call to retrieve remote data and displays the solution mesh\n",
" as a contour plot.\n",
" \n",
" Parameters\n",
" ----------\n",
" in_place : bool\n",
" By default it calls clear_output so that new plots replace old ones. Set\n",
" to False to allow keeping of all previous outputs.\n",
" \"\"\"\n",
" global nn,x,y,u,triangles\n",
" # We make a blocking call to load the remote data from the simulation into simple named \n",
" # variables we can read from the engine namespaces\n",
" #load_simulation_globals()\n",
" view.apply_sync(load_simulation_globals)\n",
" # And now we can use the view to read these variables from all the engines. Then we\n",
" # concatenate all of them into single arrays for local plotting\n",
" x = np.concatenate(view['x'])\n",
" y = np.concatenate(view['y'])\n",
" u = np.concatenate(view['u'])\n",
" shifts = numpy.cumsum([0]+view['nn'][:-1])\n",
" flat_triangles = np.concatenate([ tri + shift for tri,shift in zip(view['triangles'], shifts) ])\n",
" #flat_triangles=triangles\n",
" # We can now call the matplotlib plotting function we need\n",
" fig, ax = plt.subplots(subplot_kw=dict(aspect='equal'))\n",
" ax.tricontourf(x, y, flat_triangles, u)\n",
" #from matplotlib import tri\n",
" #mesh = tri.Triangulation(x,y,flat_triangles)\n",
" #help(mesh)\n",
" #ip = tri.LinearTriInterpolator(triangulation, u, trifinder=None)\n",
" #X = np.linspace(0,tank.domain.L[0],40)\n",
" #Z = np.linspace(0,tank.domain.L[1],40)\n",
" #U = np.zeros((40,40),'d')\n",
" #W = np.zeros((40,40),'d')\n",
" #U = ip(X,Z)\n",
" # We clear the notebook output before plotting this if in-place plot updating is requested\n",
" if in_place:\n",
" clear_output()\n",
" display(fig)\n",
" return fig"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 16
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def load_simulation_globals():\n",
" \"\"\"Put some variables we need in engine namespace.\n",
"\n",
" These can then be retrieved by clients for inspection, visualization, etc.\n",
" \"\"\"\n",
" global nn, x, y, u, triangles\n",
" model = ns.modelList[1].levelModelList[-1]\n",
" nodes = model.mesh.nodeArray\n",
" triangles = model.mesh.elementNodesArray\n",
" x = nodes[:,0]\n",
" y = nodes[:,1]\n",
" u = model.u[0].dof_last\n",
" nn = len(x)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 17
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def simulation_alive():\n",
" \"\"\"Return True if the simulation thread is still running on any engine.\n",
" \"\"\"\n",
" #return simulation_thread.is_alive()\n",
" return any(view.apply_sync(lambda : simulation_thread.is_alive()))"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 18
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def monitor_simulation(refresh=5.0, plots_in_place=True):\n",
" \"\"\"Monitor the simulation progress and call plotting routine.\n",
"\n",
" Supress KeyboardInterrupt exception if interrupted, ensure that the last \n",
" figure is always displayed and provide basic timing and simulation status.\n",
"\n",
" Parameters\n",
" ----------\n",
" refresh : float\n",
" Refresh interval between calls to retrieve and plot data. The default\n",
" is 5s, adjust depending on the desired refresh rate, but be aware that \n",
" very short intervals will start having a significant impact.\n",
"\n",
" plots_in_place : bool\n",
" If true, every new figure replaces the last one, producing a (slow)\n",
" animation effect in the notebook. If false, all frames are plotted\n",
" in sequence and appended in the output area.\n",
" \"\"\"\n",
" import datetime as dt, time\n",
" \n",
" if not simulation_alive():\n",
" plot_current_results(in_place=plots_in_place)\n",
" plt.close('all')\n",
" print 'Simulation has already finished, no monitoring to do.'\n",
" return\n",
" \n",
" t0 = dt.datetime.now()\n",
" fig = None\n",
" try:\n",
" while simulation_alive():\n",
" fig = plot_current_results(in_place=plots_in_place)\n",
" plt.close('all') # prevent re-plot of old figures\n",
" time.sleep(refresh) # so we don't hammer the server too fast\n",
" except (KeyboardInterrupt):#, error.TimeoutError):\n",
" msg = 'Monitoring interrupted, simulation is ongoing!'\n",
" else:\n",
" msg = 'Simulation completed!'\n",
" tmon = dt.datetime.now() - t0\n",
" if plots_in_place and fig is not None:\n",
" clear_output()\n",
" display(fig)\n",
" print msg\n",
" print 'Monitored for: %s.' % tmon"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 19
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Run the tank\n",
"=========="
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%px simulation_thread.start()"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"prompt_number": 20
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"monitor_simulation(refresh=10.0)"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAlYAAAEWCAYAAACkFdnuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAgCWEFAAAgCWEFAAAgyf8Hqq6raX+jiVQAAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x83b0f50>"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
"Simulation completed!\n",
"Monitored for: 0:04:25.593013.\n"
]
}
],
"prompt_number": 21
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Post-process the numerical solution\n",
"=========================="
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%%px\n",
"from tables import openFile\n",
"archive = openFile('tank_p%d.h5' % (rank,),'r')"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"prompt_number": 22
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def load_post_simulation_globals(it):\n",
" \"\"\"Put some variables we need in engine namespace.\n",
"\n",
" These can then be retrieved by clients for inspection, visualization, etc.\n",
" \"\"\"\n",
" global phi\n",
" print it\n",
" phi=archive.getNode(\"/phi\"+`it`)[:];"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"prompt_number": 23
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"x = np.concatenate(view['x'])\n",
"y = np.concatenate(view['y'])\n",
"shifts = numpy.cumsum([0]+view['nn'][:-1])\n",
"flat_triangles = np.concatenate([ tri + shift for tri,shift in zip(view['triangles'], shifts) ])\n",
"triplot(x,y,flat_triangles)"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAlYAAAHcCAYAAAAUZuQ8AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nknQrGwAAAABJRU5ErkJggg==\n",
"text": [
"<matplotlib.figure.Figure at 0x864d4d0>"
]
}
],
"prompt_number": 24
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"!rm phi*png\n",
"for it,t in enumerate(view['tank_so.tnList'][0]):\n",
" view.apply_sync(load_post_simulation_globals,it)\n",
" phi = np.concatenate(view['phi'])\n",
" pyplot.clf()\n",
" plt.xlabel(r'z[m]')\n",
" plt.ylabel(r'x[m]')\n",
" colors = ['b','g','r','c','m','y','k','w']\n",
" pylab.xlim(tank.domain.x[0]-0.1*tank.domain.L[0],tank.domain.x[0]+tank.domain.L[0]+0.1*tank.domain.L[0]) \n",
" pyplot.axis('equal')\n",
" for si,s in enumerate(tank.segments):\n",
" pyplot.plot([tank.domain.vertices[s[0]][0],\n",
" tank.domain.vertices[s[1]][0]],\n",
" [tank.domain.vertices[s[0]][1],\n",
" tank.domain.vertices[s[1]][1]],\n",
" color=colors[tank.domain.segmentFlags[si]-1],\n",
" linewidth=2,\n",
" marker='o')\n",
" pyplot.tricontour(x,y,flat_triangles,phi,[0])\n",
" pyplot.title('T=%2.2f' % (t,))\n",
" pyplot.savefig('phi%4.4d.png' % (it,))"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAmQAAAH1CAYAAABYw+LHAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
"text": [
"<matplotlib.figure.Figure at 0x32ab150>"
]
}
],
"prompt_number": 25
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"!avconv -y -i phi%4d.png -c libx264 -qscale 1 tankPhi.mp4"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"\u001b[0;39mavconv version 0.8.9-6:0.8.9-0ubuntu0.13.10.1, Copyright (c) 2000-2013 the Libav developers\r\n",
"\u001b[0m\u001b[0;39m built on Nov 9 2013 19:09:46 with gcc 4.8.1\r\n",
"\u001b[0m\u001b[0;39mInput #0, image2, from 'phi%4d.png':\r\n",
"\u001b[0m\u001b[0;39m Duration: \u001b[0m\u001b[0;39m00:00:02.08\u001b[0m\u001b[0;39m, start: \u001b[0m\u001b[0;39m0.000000\u001b[0m\u001b[0;39m, bitrate: \u001b[0m\u001b[0;39mN/A\u001b[0m\u001b[0;39m\r\n",
"\u001b[0m\u001b[0;39m Stream #0.0\u001b[0m\u001b[0;39m: Video: png, bgra, 720x576\u001b[0m\u001b[0;39m, 25 fps\u001b[0m\u001b[0;39m, 25 tbr\u001b[0m\u001b[0;39m, 25 tbn\u001b[0m\u001b[0;39m, 25 tbc\u001b[0m\u001b[0;39m\r\n",
"\u001b[0m\u001b[0;33mIncompatible pixel format 'bgra' for codec 'libx264', auto-selecting format 'yuv420p'\r\n",
"\u001b[0m\u001b[0;39m[buffer @ 0xa171a0] w:720 h:576 pixfmt:bgra\r\n",
"\u001b[0m\u001b[0;39m[avsink @ 0xa158e0] auto-inserting filter 'auto-inserted scaler 0' between the filter 'src' and the filter 'out'\r\n",
"\u001b[0m\u001b[0;39m[scale @ 0xa17560] w:720 h:576 fmt:bgra -> w:720 h:576 fmt:yuv420p flags:0x4\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] using cpu capabilities: MMX2 SSE2Fast SSSE3 FastShuffle SSE4.2 AVX\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] profile Main, level 3.0\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] 264 - core 123 r2189 35cf912 - H.264/MPEG-4 AVC codec - Copyleft 2003-2012 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x1:0x111 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=0 me_range=16 chroma_me=1 trellis=1 8x8dct=0 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=6 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=0 b_adapt=1 b_bias=0 direct=1 weightb=0 open_gop=1 weightp=2 keyint=250 keyint_min=25 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.25 aq=1:1.00\r\n",
"\u001b[0m\u001b[0;39mOutput #0, mp4, to 'tankPhi.mp4':\r\n",
"\u001b[0m\u001b[0;39m Metadata:\r\n",
"\u001b[0m\u001b[0;39m encoder : Lavf53.21.1\r\n",
"\u001b[0m\u001b[0;39m Stream #0.0\u001b[0m\u001b[0;39m: Video: libx264, yuv420p, 720x576, q=-1--1\u001b[0m\u001b[0;39m, 25 tbn\u001b[0m\u001b[0;39m, 25 tbc\u001b[0m\u001b[0;39m\r\n",
"\u001b[0m\u001b[0;39mStream mapping:\r\n",
"\u001b[0m\u001b[0;39m Stream #0:0 -> #0:0\u001b[0m\u001b[0;39m (png -> libx264)\u001b[0m\u001b[0;39m\r\n",
"\u001b[0m\u001b[0;39mPress ctrl-c to stop encoding\r\n",
"\u001b[0m"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
"\u001b[4;31m\u001b[0m\u001b[0;39mframe= 52 fps= 0 q=-1.0 Lsize= 40kB time=2.04 bitrate= 161.2kbits/s \r",
"\u001b[0m\u001b[0;39m\r\n",
"\u001b[0m\u001b[0;39mvideo:39kB audio:0kB global headers:0kB muxing overhead 3.628432%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] frame I:1 Avg QP:20.69 size: 5946\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] frame P:18 Avg QP:28.01 size: 837\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] frame B:33 Avg QP:31.03 size: 544\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] consecutive B-frames: 15.4% 0.0% 0.0% 84.6%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] mb I I16..4: 91.2% 0.0% 8.8%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] mb P I16..4: 1.0% 0.0% 1.2% P16..4: 2.6% 0.7% 0.1% 0.0% 0.0% skip:94.6%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] mb B I16..4: 0.4% 0.0% 0.4% B16..8: 2.1% 1.2% 0.1% direct: 0.2% skip:95.5% L0:47.0% L1:47.0% BI: 6.0%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] coded y,uvDC,uvAC intra: 14.4% 21.6% 20.5% inter: 0.6% 0.1% 0.1%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] i16 v,h,dc,p: 76% 22% 3% 0%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 10% 39% 40% 0% 1% 1% 4% 0% 5%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] i8c dc,h,v,p: 72% 23% 5% 0%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] Weighted P-Frames: Y:0.0% UV:0.0%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] ref P L0: 70.0% 1.6% 20.0% 8.4%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] ref B L0: 71.8% 28.2%\r\n",
"\u001b[0m\u001b[0;39m[libx264 @ 0xa1b7e0] kb/s:149.82\r\n",
"\u001b[0m"
]
}
],
"prompt_number": 26
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from IPython.core.display import HTML\n",
"data_uri_mp4 = open(\"tankPhi.mp4\", \"rb\").read().encode(\"base64\").replace(\"\\n\", \"\")\n",
"video_tag = \"\"\"<video controls>\n",
"<source type =\"video/mp4\" src=\"data:video/mp4;base64,{mp4}\"/>\n",
"Your browser does not support the video tag\n",
"</video>\"\"\".format(mp4=data_uri_mp4)\n",
"HTML(data=video_tag)"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"html": [
"<video controls>\n",
"<source type =\"video/mp4\" src=\"data:video/mp4;base64,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\"/>\n",
"Your browser does not support the video tag\n",
"</video>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 27,
"text": [
"<IPython.core.display.HTML at 0x349a5d0>"
]
}
],
"prompt_number": 27
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from IPython.display import FileLink,FileLinks\n",
"FileLink('tankPhi.mp4')"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"html": [
"<a href='files/tankPhi.mp4' target='_blank'>tankPhi.mp4</a><br>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 28,
"text": [
"/home/cekees/proteus-mprans/benchmarks/iwall2D/tankPhi.mp4"
]
}
],
"prompt_number": 28
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"FileLinks(path='.',included_suffixes=['.xmf','.h5','.log'])"
],
"language": "python",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"html": [
"./<br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p13.h5' target='_blank'>tank_p13.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p10.xmf' target='_blank'>tank_p10.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p1.xmf' target='_blank'>tank_p1.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p11.h5' target='_blank'>tank_p11.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p10.h5' target='_blank'>tank_p10.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p5.h5' target='_blank'>tank_p5.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p1.h5' target='_blank'>tank_p1.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p13.xmf' target='_blank'>tank_p13.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p6.xmf' target='_blank'>tank_p6.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p14.h5' target='_blank'>tank_p14.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p9.h5' target='_blank'>tank_p9.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p3.h5' target='_blank'>tank_p3.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p6.h5' target='_blank'>tank_p6.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p12.xmf' target='_blank'>tank_p12.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p12.h5' target='_blank'>tank_p12.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p7.xmf' target='_blank'>tank_p7.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./proteus.log' target='_blank'>proteus.log</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p5.xmf' target='_blank'>tank_p5.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p15.xmf' target='_blank'>tank_p15.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p7.h5' target='_blank'>tank_p7.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p3.xmf' target='_blank'>tank_p3.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p2.xmf' target='_blank'>tank_p2.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p2.h5' target='_blank'>tank_p2.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p0.h5' target='_blank'>tank_p0.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p4.xmf' target='_blank'>tank_p4.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p9.xmf' target='_blank'>tank_p9.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p4.h5' target='_blank'>tank_p4.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p8.h5' target='_blank'>tank_p8.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p0.xmf' target='_blank'>tank_p0.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p14.xmf' target='_blank'>tank_p14.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p11.xmf' target='_blank'>tank_p11.xmf</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p15.h5' target='_blank'>tank_p15.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./tank_p8.xmf' target='_blank'>tank_p8.xmf</a><br>\n",
"./bdfCFL0.033/<br>\n",
"&nbsp;&nbsp;<a href='files/./bdfCFL0.033/tank_p0.h5' target='_blank'>tank_p0.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./bdfCFL0.033/tank_so.log' target='_blank'>tank_so.log</a><br>\n",
"&nbsp;&nbsp;<a href='files/./bdfCFL0.033/tank_p0.xmf' target='_blank'>tank_p0.xmf</a><br>\n",
"./be/<br>\n",
"&nbsp;&nbsp;<a href='files/./be/tank_p0.h5' target='_blank'>tank_p0.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./be/tank_so.log' target='_blank'>tank_so.log</a><br>\n",
"&nbsp;&nbsp;<a href='files/./be/tank_p0.xmf' target='_blank'>tank_p0.xmf</a><br>\n",
"./vbdf/<br>\n",
"&nbsp;&nbsp;<a href='files/./vbdf/tank_p0.h5' target='_blank'>tank_p0.h5</a><br>\n",
"&nbsp;&nbsp;<a href='files/./vbdf/tank_so.log' target='_blank'>tank_so.log</a><br>\n",
"&nbsp;&nbsp;<a href='files/./vbdf/tank_p0.xmf' target='_blank'>tank_p0.xmf</a><br>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 29,
"text": [
"./\n",
" tank_p13.h5\n",
" tank_p10.xmf\n",
" tank_p1.xmf\n",
" tank_p11.h5\n",
" tank_p10.h5\n",
" tank_p5.h5\n",
" tank_p1.h5\n",
" tank_p13.xmf\n",
" tank_p6.xmf\n",
" tank_p14.h5\n",
" tank_p9.h5\n",
" tank_p3.h5\n",
" tank_p6.h5\n",
" tank_p12.xmf\n",
" tank_p12.h5\n",
" tank_p7.xmf\n",
" proteus.log\n",
" tank_p5.xmf\n",
" tank_p15.xmf\n",
" tank_p7.h5\n",
" tank_p3.xmf\n",
" tank_p2.xmf\n",
" tank_p2.h5\n",
" tank_p0.h5\n",
" tank_p4.xmf\n",
" tank_p9.xmf\n",
" tank_p4.h5\n",
" tank_p8.h5\n",
" tank_p0.xmf\n",
" tank_p14.xmf\n",
" tank_p11.xmf\n",
" tank_p15.h5\n",
" tank_p8.xmf\n",
"./bdfCFL0.033/\n",
" tank_p0.h5\n",
" tank_so.log\n",
" tank_p0.xmf\n",
"./be/\n",
" tank_p0.h5\n",
" tank_so.log\n",
" tank_p0.xmf\n",
"./vbdf/\n",
" tank_p0.h5\n",
" tank_so.log\n",
" tank_p0.xmf"
]
}
],
"prompt_number": 29
}
],
"metadata": {}
}
]
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment