This project provides a setup.py script that build ITK Python
wheels.
ITK is an open-source, cross-platform system that provides developers with an extensive suite of software tools for image analysis.
The Python packages are built daily. To install the ITK Python package:
python -m pip install --upgrade pip
python -m pip install itk -f https://github.com/InsightSoftwareConsortium/ITKPythonPackage/releases/tag/latestFor more information on ITK's Python wrapping, see an introduction in the ITK Software Guide. There are also many downloadable examples documented in Sphinx.
Steps required to build wheels on Linux, MacOSX and Windows have been automated. The following sections outline how to use the associated scripts.
On any linux distribution with docker and bash installed, running the script
dockcross-manylinux-build-wheels.sh will create 64-bit wheels for both
python 2.x and python 3.x in the dist directory.
For example:
$ git clone https://github.com/InsightSoftwareConsortium/ITKPythonPackage.git
[...]
$ ./scripts/dockcross-manylinux-build-wheels.sh
[...]
$ ls -1 dist/
itk-4.11.0.dev20170218-cp27-cp27m-manylinux1_x86_64.whl
itk-4.11.0.dev20170218-cp27-cp27mu-manylinux1_x86_64.whl
itk-4.11.0.dev20170218-cp34-cp34m-manylinux1_x86_64.whl
itk-4.11.0.dev20170218-cp35-cp35m-manylinux1_x86_64.whl
itk-4.11.0.dev20170218-cp36-cp36m-manylinux1_x86_64.whlFirst install the Python.org MacOSX Python's. This step requires sudo:
./scripts/macpython-install-python.shThen, build the wheels:
$ ./scripts/macpython-build-wheels.sh
[...]
$ ls -1 dist/
itk-4.11.0.dev20170213-cp27-cp27m-macosx_10_6_x86_64.whl
itk-4.11.0.dev20170213-cp34-cp34m-macosx_10_6_x86_64.whl
itk-4.11.0.dev20170213-cp35-cp35m-macosx_10_6_x86_64.whl
itk-4.11.0.dev20170213-cp36-cp36m-macosx_10_6_x86_64.whlFirst, install Microsoft Visual C++ Compiler for Python
2.7, Visual Studio
2015,
Git, and CMake, which should be added to the system PATH environmental variable.
Open a PowerShell terminal as Administrator, and install Python:
PS C:\> Set-ExecutionPolicy Unrestricted
PS C:\> iex ((new-object net.webclient).DownloadString('https://raw.githubusercontent.com/scikit-build/scikit-ci-addons/master/windows/install-python.ps1'))In a PowerShell prompt:
PS C:\Windows> cd C:\
PS C:\> git clone https://github.com/InsightSoftwareConsortium/ITKPythonPackage.git IPP
PS C:\> cd IPP
PS C:\IPP> .\scripts\windows-build-wheels.ps1
[...]
PS C:\IPP> ls dist
Directory: C:\IPP\dist
Mode LastWriteTime Length Name
---- ------------- ------ ----
-a---- 4/9/2017 5:21 PM 59435508 itk-4.11.0.dev20170407-cp27-cp27m-win_amd64.whl
-a---- 4/9/2017 11:14 PM 63274441 itk-4.11.0.dev20170407-cp35-cp35m-win_amd64.whl
-a---- 4/10/2017 2:08 AM 63257220 itk-4.11.0.dev20170407-cp36-cp36m-win_amd64.whl
We need to work in a short directory to avoid path length limitations on
Windows, so the repository is cloned into C:\IPP. Also, it is very important
to disable antivirus checking on the C:\IPP directory. Otherwise, the build
system conflicts with the antivirus when many files are created and deleted
quickly, which can result in Access Denied errors. Windows 10 ships with an
antivirus application, Windows Defender, that is enabled by default.
To create source distributions, sdist's, that will be used by pip to compile a wheel for installation if a binary wheel is not available for the current Python version or platform:
$ python setup.py sdist --formats=gztar,zip
[...]
$ ls -1 dist/
itk-4.11.0.dev20170216.tar.gz
itk-4.11.0.dev20170216.zipBuilding wheels requires:
- CMake
- Git
- C++ Compiler - Platform specific requirements are summarized in scikit-build documentation.
- Python
Build the ITK Python wheel with the following command:
mkvirtualenv build-itk
pip install -r requirements-dev.txt
python setup.py bdist_wheel
If on a given platform you would like to build wheels for different version of python, you can download and build the ITK components independent from python first and reuse them when building each wheel.
Here are the steps:
-
Build
ITKPythonPackagewithITKPythonPackage_BUILD_PYTHONset toOFF -
Build "flavor" of package using:
python setup.py bdist_wheel -- \
-DITK_SOURCE_DIR:PATH=/path/to/ITKPythonPackage-core-build/ITK-source
Written by Jean-Christophe Fillion-Robin and Matt McCormick from Kitware Inc.
It is covered by the Apache License, Version 2.0:
http://www.apache.org/licenses/LICENSE-2.0
For more information about ITK, visit http://itk.org