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I want to extract data arrays from a .vtu file using the Python VTK module. The file looks like this (the raw data at the end of the file is ommitted):
<?xml version="1.0"?>
<VTKFile type="UnstructuredGrid" version="0.1" byte_order="LittleEndian">
<UnstructuredGrid>
<Piece NumberOfPoints="10471" NumberOfCells="64892">
<PointData>
<DataArray type="Float64" Name="potential" NumberOfComponents="1" format="appended" offset="0"/>
<DataArray type="Float64" Name="electric field" NumberOfComponents="3" format="appended" offset="83772"/>
</PointData>
<CellData>
<DataArray type="Int32" Name="GeometryIds" format="appended" offset="335080"/>
</CellData>
<Points>
<DataArray type="Float64" NumberOfComponents="3" format="appended" offset="594652"/>
</Points>
<Cells>
<DataArray type="Int32" Name="connectivity" format="appended" offset="845960"/>
<DataArray type="Int32" Name="offsets" format="appended" offset="1865068"/>
<DataArray type="Int32" Name="types" format="appended" offset="2124640"/>
</Cells>
</Piece>
</UnstructuredGrid>
<AppendedData encoding="raw">
I try to extract the data using the following python code:
import numpy
from vtk import vtkUnstructuredGridReader
from vtk.util import numpy_support as VN
reader = vtkUnstructuredGridReader()
reader.SetFileName("charged_wire.vtu")
reader.ReadAllVectorsOn()
reader.ReadAllScalarsOn()
reader.Update()
data = reader.GetOutput()
potential = data.GetPointData().GetScalars("potential")
print(type(potential))
Unfortunately, this program prints NoneType
as output and I'm not really sure what I need to change in order to extract the data stores in the potential
array?
A more lightweight solution would be to use meshio (which I authored). It has no required dependencies except numpy. Install with
pip install meshio
and read the file with
import meshio
mesh = meshio.read("foo.vtu")
# mesh.points, mesh.cells, mesh.point_data, ...
You are not using the right reader, this is a .vtu
file, you have to use the vtkXMLUnstructuredGridReader
.
import vtk.vtk
# The source file
file_name = "path/to/your/file.vtu"
# Read the source file.
reader = vtk.vtkXMLUnstructuredGridReader()
reader.SetFileName(file_name)
reader.Update() # Needed because of GetScalarRange
output = reader.GetOutput()
potential = output.GetPointData().GetArray("potential")
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