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@dfroger
Created May 29, 2015 15:43
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Read/write VTK files (Unstructured grid with data)
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Read/write VTK files (Unstructured grid with data)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Import modules"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import mpl_toolkits.mplot3d as m3d\n",
"import vtk\n",
"from vtk.util.numpy_support import vtk_to_numpy, numpy_to_vtk\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Create 2-D triangular mesh\n",
"\n",
"In real case, the 2-D triangular mesh is unstructured"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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7zo56ewvwLZqrJza1X3+du84O+vt/s8duzvPfAfbJXWeX/QHPAP4B2ALcCKzK\nXWcH/Q3+3ftlmlnvZuDrwMrcdU7Y25E0b2a3eeDv2uqSsiVeOBNCCJXwNBIJIQTXIrBDCKESEdgh\nhFCJCOwQQqhEBHYIIVQiAjuEECoRgR1CCJWIwA4hhEr8f4iLUQjDZENqAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7fb1bb0d9c90>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Create points.\n",
"x2d,y2d = np.meshgrid([10,15,20], [5,10])\n",
"x2d = x2d.flatten()\n",
"y2d = y2d.flatten()\n",
"z1d = [0, 0.5, 1]\n",
"\n",
"# Create triangles.\n",
"triangles = np.array(( (0,1,3), (1,4,3), (1,2,4), (2,5,4) ))\n",
"ntri = len(triangles)\n",
"\n",
"# Plot points.\n",
"plt.plot(x2d, y2d, 'ko')\n",
"for ipoint,(x,y) in enumerate(zip(x2d,y2d)):\n",
" plt.text(x+0.2,y+0.2,'%i'%ipoint)\n",
"\n",
"# Plot triangles.\n",
"xtri = np.empty( (ntri) )\n",
"ytri = np.empty( (ntri) )\n",
"for itri,tri in enumerate(triangles):\n",
" xtri[itri] = sum(x2d[tri]) / 3.\n",
" ytri[itri] = sum(y2d[tri]) / 3.\n",
"plt.triplot(x2d, y2d, triangles)\n",
"for itri,(x,y) in enumerate(zip(xtri,ytri)):\n",
" plt.text(x,y,itri,color='red')\n",
"\n",
"# Adjust plot.\n",
"plt.axis('scaled')\n",
"plt.xlim(9,21)\n",
"plt.ylim(4,11)\n",
"plt.grid()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Define 3-D mesh of 8 wedges"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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X94JbuoR9VXBYMQxDA3AmgAsBOJ7ntZumeQF4xjURDof/GuAyQ1qzsj2WMaY7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NinplLK4fZ2Y4OU+fZpM8lYeM1iEZNFPnFieu7mzZrd3q7va2qiQzU1lK/QDVWsMlJ8bxsGKiZ6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UkjYUzBzkFYi418wn7vueISLbGPlM0VovVErVAECreb125LvADodCBYDBYPIn8yPYSvuRxzAA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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7fb1baf52590>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def adjust(ax):\n",
" plt.xlim(9,21)\n",
" plt.ylim(4,11)\n",
" ax.set_zlim(0,1.)\n",
" \n",
"def plot_triangles_in_plane(x2d, y2d, z, triangles):\n",
" z2d = np.zeros( x2d.shape )\n",
" z2d[:] = z\n",
" ax.plot_trisurf(x2d, y2d, triangles, z2d, color='w', shade=False)\n",
"\n",
"def plot_wedge(xtrivert, ytrivert, z0, z1, color):\n",
" # First plane triangle points.\n",
" A0 = (xtrivert[0], ytrivert[0], z0)\n",
" B0 = (xtrivert[1], ytrivert[1], z0)\n",
" C0 = (xtrivert[2], ytrivert[2], z0)\n",
" \n",
" # Second plane triangle points.\n",
" A1 = (xtrivert[0], ytrivert[0], z1)\n",
" B1 = (xtrivert[1], ytrivert[1], z1)\n",
" C1 = (xtrivert[2], ytrivert[2], z1)\n",
" \n",
" # Wedge faces.\n",
" bottom = (A0,B0,C0)\n",
" top = (A1,B1,C1)\n",
" side0 = (A0,B0,B1,A1)\n",
" side1 = (B0,C0,C1,B1)\n",
" side2 = (C0,A0,A1,C1)\n",
" faces = (bottom, top, side0, side1, side2)\n",
" \n",
" # Plot wedge.\n",
" wedge = m3d.art3d.Poly3DCollection(faces, alpha=0.3, color=color)\n",
" ax.add_collection3d(wedge)\n",
" \n",
"fig = plt.figure(figsize=(16,4))\n",
"\n",
"# Plot triangles in the 3 planes.\n",
"nrows,ncols,iplot = 1,3,1\n",
"ax = fig.add_subplot(nrows,ncols,iplot, projection='3d')\n",
"for z in z1d:\n",
" plot_triangles_in_plane(x2d, y2d, z, triangles)\n",
"adjust(ax)\n",
"iplot += 1\n",
"\n",
"# plot wedges\n",
"colors = ['blue', 'red', 'green', 'cyan']\n",
"for z0,z1 in (z1d[0:2], z1d[1:3]):\n",
" ax = fig.add_subplot(nrows,ncols,iplot, projection='3d')\n",
" for itri,color in enumerate(colors):\n",
" plot_wedge(x2d[triangles[itri]],\n",
" y2d[triangles[itri]],\n",
" z0, z1, color)\n",
" adjust(ax)\n",
" iplot += 1\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 3-D coordinates arrays"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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GIgZfv2YAFSexdqFTkW6znO5M4aJ592GjVNB8VCLjVQDOhVqRmKYaQ8RZqBvmyMsvv7y5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\nka+9Bp39zYbO8vqg3nf3NBo2dLRGFdBk0HUc0Nq1GYNeftl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IBN5u5jwiGAxOMrzt3kAg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\nkEIKKaTQjkgF3RRSSCGFdsT/D/XGc3X5AuCfAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7fb1bb0d9b90>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def plane_to_box(data2d,z1d):\n",
" data3d = np.zeros( (len(z1d),len(data2d)) )\n",
" for iz in range(len(z1d)):\n",
" data3d[iz,:] = data2d\n",
" return data3d.flatten()\n",
"\n",
"x3d = plane_to_box(x2d, z1d)\n",
"y3d = plane_to_box(y2d, z1d)\n",
"\n",
"z3d = np.zeros( (len(z1d),len(x2d)) )\n",
"for ipoint in range(len(x2d)):\n",
" z3d[:,ipoint] = z1d\n",
"z3d = z3d.flatten()\n",
"\n",
"fig = plt.figure()\n",
"ax = fig.add_subplot(111, projection='3d')\n",
"ax.scatter(x3d, y3d, z3d, marker='o', color='b')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Define data on 3-D wedge mesh"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"nwedges = len(triangles) * len(z1d)\n",
"wedge_data = np.arange(nwedges)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Prepare data for VTK"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"xyz3d = np.array( zip(x3d, y3d, z3d) )"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"nvertices = 6\n",
"cells_verts= []\n",
"for iz in range(len(z1d)-1):\n",
" n = len(x2d)*iz\n",
" for v0,v1,v2 in triangles:\n",
" cells_verts.append([nvertices, v0,v1,v2, v0+n,v1+n,v2+n])\n",
"cells_verts = np.array(cells_verts).flatten()\n",
"\n",
"# To index cells_verts array.\n",
"cell_locations = np.arange(0, cells_verts.size, nvertices+1)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Write 3-D wedges mesh and data to file"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Open file and create unstructed grid"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"filename = \"example.vtk\"\n",
"writer = vtk.vtkUnstructuredGridWriter()\n",
"writer.SetFileName(filename)\n",
"grid = vtk.vtkUnstructuredGrid()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Set point coordinates"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"points = vtk.vtkPoints()\n",
"points.SetData( numpy_to_vtk(xyz3d) )\n",
"grid.SetPoints(points)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Set cells"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"ncells = len(cells_verts) / 7\n",
"\n",
"# Create cell_types\n",
"cell_types = np.empty( (ncells,) , 'B')\n",
"cell_types[:] = vtk.VTK_WEDGE \n",
"cell_types = numpy_to_vtk(cell_types)\n",
"\n",
"# Create cell_locations\n",
"t = vtk.vtkIdTypeArray().GetDataType()\n",
"vtk_cell_locations = numpy_to_vtk(cell_locations, deep=1,\n",
" array_type=vtk.VTK_ID_TYPE)\n",
"\n",
"# Create cells\n",
"cells = vtk.vtkCellArray()\n",
"id_array = vtk.vtkIdTypeArray()\n",
"id_array.SetVoidArray(cells_verts, len(cells_verts), 1)\n",
"cells.SetCells(ncells, id_array)\n",
"\n",
"grid.SetCells(cell_types, vtk_cell_locations, cells) "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Set cell data"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"grid has attribute: GetCellData\n",
"grid DONT have attribute: SetCellData\n"
]
}
],
"source": [
"for name in ['GetCellData', 'SetCellData']:\n",
" try:\n",
" getattr(grid, name)\n",
" except:\n",
" print \"grid DONT have attribute: %s\" % name\n",
" else:\n",
" print \"grid has attribute: %s\" % name"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Write to file"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"1"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"writer.SetInput(grid)\n",
"writer.Write()"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"# vtk DataFile Version 3.0\n",
"vtk output\n",
"ASCII\n",
"DATASET UNSTRUCTURED_GRID\n",
"POINTS 18 double\n",
"10 5 0 15 5 0 20 5 0 \n",
"10 10 0 15 10 0 20 10 0 \n",
"10 5 0.5 15 5 0.5 20 5 0.5 \n",
"10 10 0.5 15 10 0.5 20 10 0.5 \n",
"10 5 1 15 5 1 20 5 1 \n",
"10 10 1 15 10 1 20 10 1 \n",
"\n",
"CELLS 8 56\n",
"6 0 1 3 0 1 3 \n",
"6 1 4 3 1 4 3 \n",
"6 1 2 4 1 2 4 \n",
"6 2 5 4 2 5 4 \n",
"6 0 1 3 6 7 9 \n",
"6 1 4 3 7 10 9 \n",
"6 1 2 4 7 8 10 \n",
"6 2 5 4 8 11 10 \n",
"\n",
"CELL_TYPES 8\n",
"13\n",
"13\n",
"13\n",
"13\n",
"13\n",
"13\n",
"13\n",
"13\n",
"\n",
"\n"
]
}
],
"source": [
"print open('example.vtk').read()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Read 3-D wedges mesh and data from file\n",
"\n",
"Todo"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.9"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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