With ReadVTK.jl you can read in data from VTK XML files in Julia. It aims to complement the excellent package WriteVTK.jl. ReadVTK is part of the JuliaVTK Framework.
Note: ReadVTK was mainly motivated by wanting to write proper tests for Trixi2Vtk.jl. A lot of useful features are still missing (see below), and community contributions to improve this package are welcome!
First, load the package with
using ReadVTK
Open a VTK file by creating a VTKFile
object and passing the filename to the
constructor:
vtk = VTKFile(get_example_file("celldata_appended_binary_compressed.vtu"))
To retrieve information about the cell data, use
cell_data = get_cell_data(vtk)
The return object of type VTKCellData
allows access to the individual
VTKDataArray
s using a dictionary-like syntax:
element_ids = cell_data["element_ids"]
Finally, the actual data can be obtained by executing
data = get_data(element_ids)
Full example including REPL output:
julia> using ReadVTK
julia> vtk = VTKFile(get_example_file("celldata_appended_binary_compressed.vtu"))
VTKFile("celldata_appended_binary_compressed.vtu", <XMLDocument>, "UnstructuredGrid", "1.0.0", "LittleEndian", "vtkZLibDataCompressor", <appended_data>, 4434, 3085)
julia> cell_data = get_cell_data(vtk)
VTKData()
julia> element_ids = cell_data["element_ids"]
VTKDataArray("element_ids")
julia> data = get_data(element_ids)
3085-element reinterpret(Int64, ::Vector{UInt8}):
1
2
3
⋮
3083
3084
3085
Further example VTK files can be found in the
ReadVTK_examples
repository.
- Reading in VTK XML files of type
UnstructuredGrid
,StructuredGrid
,RectilinearGrid
,ImageData
,PUnstructuredGrid
,PStructuredGrid
PRectilinearGrid
,PImageData
, orPolyData
- Extracting cell or point data
- Extracting field data
- Extracting point coordinates
- Extracting information about cell types
- Only for
ImageData
,PImageData
files: get origin, spacing, and extent information - Only for
RectilinearGrid
,PRectiLinearGrid
files: get 1D coordinate vectors - Only for
StructuredGrid
,PStructuredGrid
files: get coordinate arrays - Reading
PolyData
files containing vortices, lines, and/or polygons - Reading
PVD
files - Reading ParaView VTK files that are in-line binary (experimental, only
UnstructuredGrid
type tested)
- Reading VTK files not stored in the VTK XML format
- Reading VTK files of other type than what is listed under What works above
- Multiblock files
- Different byte orders in file and host system
- Probably reading from VTK files that were not created by WriteVTK.jl will fail, specifically since
- compressed data is assumed to be stored as a single block
- appended data is assumed to be stored as
raw
header_type
is hardcoded toUInt64
- Extracting primitives from
PolyData
files other than vortices, lines, and/or polygons - Likely anything else that is not specifically mentioned under What works
Helpful resources for working with (i.e., reading and writing) VTK XML files:
- VTK file format documentation (incomplete!) as a PDF
- VTK XML formats wiki article
- Blog post on encoding binary data
- Mailing list message on encoding binary data
We use JuliaFormatter.jl to keep a consistent code formatting. If you have installed JuliaFormatter.jl, just run
using JuliaFormatter; format(".")
in the top-level directory of ReadVTK.jl to update the formatting.
ReadVTK is maintained by the Trixi authors. Its principal developers are Michael Schlottke-Lakemper (RWTH Aachen University, Germany) and Hendrik Ranocha (Johannes Gutenberg University Mainz, Germany).
Further contributions to ReadVTK have been made by the following people:
- Jorge Pérez Zerpa (Universidad de la República, Uruguay)
- Ondřej Kincl (Charles University, Czech Republic)
- Boris Kaus (Johannes-Gutenberg University Mainz, Germany)
- Matthew Whisenant (University of Tennessee, Knoxville)
- William Davis (Terra AI, USA)
ReadVTK is licensed under the MIT license (see LICENSE.md). Since ReadVTK is an open-source project, we are very happy to accept contributions from the community. Please refer to CONTRIBUTING.md for more details. To get in touch with the developers, join us on Trixi's Slack workspace or create an issue.
This package would not exist without the nice work of Juan Ignacio Polanco and his cleanly written and well-documented package WriteVTK.jl.