NiBabel is the successor to the much-loved PyNifti package. Here we list the releases for both packages.
The full VCS changelog is available here:
http://github.com/nipy/nibabel/commits/master
Most work on NiBabel so far has been by Matthew Brett (MB), Michael Hanke (MH) and Stephan Gerhard (SG).
References like "pr/298" refer to github pull request numbers.
Upcoming
- Trackvis reader will now allow final streamline to have fewer points that
tne numbe declared in the header, with
strict=False
argument toread
function; - Minor API breakage in trackvis reader. We are now raising a DataError if
there are too few streamlines in the file, instead of a HeaderError. We
are raising a DataError if the track is truncated when
strict=True
(the default), rather than a TypeError when trying to create the points array.
- Trackvis reader will now allow final streamline to have fewer points that
tne numbe declared in the header, with
2.0.2 (Monday 23 November 2015)
- Fix for integer overflow on large images (pr/325) (MB);
- Fix for Freesurfer nifti files with unusual dimensions (pr/332) (Chris Markiewicz);
- Fix typos on benchmarks and tests (pr/336, pr/340, pr/347) (Chris Markiewicz);
- Fix Windows install script (pr/339) (MB);
- Support for Python 3.5 (pr/363) (MB) and numpy 1.10 (pr/358) (Chris Markiewicz);
- Update pydicom imports to permit version 1.0 (pr/379) (Chris Markiewicz);
- Workaround for Python 3.5.0 gzip regression (pr/383) (Ben Cipollini).
- tripwire.TripWire object now raises subclass of AttributeError when trying to get an attribute, rather than a direct subclass of Exception. This prevents Python 3.5 triggering the tripwire when doing inspection prior to running doctests.
- Minor API change for tripwire.TripWire object; code that checked for AttributeError will now also catch TripWireError.
2.0.1 (Saturday 27 June 2015)
Contributions from Ben Cipollini, Chris Markiewicz, Alexandre Gramfort, Clemens Bauer, github user freec84.
- Bugfix release with minor new features;
- Added
axis
parameter toconcat_images
(pr/298) (Ben Cipollini); - Fix for unsigned integer data types in ECAT images (pr/302) (MB, test data and issue report from Github user freec84);
- Added new ECAT and Freesurfer data files to automated testing;
- Fix for Freesurfer labels error on early numpies (pr/307) (Alexandre Gramfort);
- Fixes for PAR / REC header parsing (pr/312) (MB, issue reporting and test data by Clemens C. C. Bauer);
- Workaround for reading Freesurfer ico7 surface files (pr/315) (Chris Markiewicz);
- Changed to github pages for doc hosting;
- Changed docs to point to [email protected] mailing list.
2.0.0 (Tuesday 9 December 2014)
This release had large contributions from Eric Larson, Brendan Moloney, Nolan Nichols, Basile Pinsard, Chris Johnson and Nikolaas N. Oosterhof.
- New feature, bugfix release with minor API breakage;
- Minor API breakage: default write of NIfTI / Analyze image data offset
value. The data offset is the number of bytes from the beginning of file
to skip before reading the image data. Nibabel behavior changed from
keeping the value as read from file, to setting the offset to zero on
read, and setting the offset when writing the header. The value of the
offset will now be the minimum value necessary to make room for the header
and any extensions when writing the file. You can override the default
offset by setting value explicitly to some value other than zero. To read
the original data offset as read from the header, use the
offset
property of the imagedataobj
attribute; - Minor API breakage: data scaling in NIfTI / Analyze now set to NaN when
reading images. Data scaling refers to the data intercept and slope
values in the NIfTI / Analyze header. To read the original data scaling
you need to look at the
slope
andinter
properties of the imagedataobj
attribute. You can set scaling explicitly by setting the slope and intercept values in the header to values other than NaN; - New API for managing image caching; images have an
in_memory
property that is true if the image data has been loaded into cache, or is already an array in memory;get_data
has new keyword argumentcaching
to specify whether the cache should be filled byget_data
; - Images now have properties
dataobj
,affine
,header
. We will slowly phase out theget_affine
andget_header
image methods; - The image
dataobj
can be sliced using an efficient algorithm to avoid reading unnecessary data from disk. This makes it possible to do very efficient reads of single volumes from a time series; - NIfTI2 read / write support;
- Read support for MINC2;
- Much extended read support for PAR / REC, largely due to work from Eric Larson and Gregory R. Lee on new code, advice and code review. Thanks also to Jeff Stevenson and Bennett Landman for helpful discussion;
parrec2nii
script outputs images in LAS voxel orientation, which appears to be necessary for compatibility with FSLdtifit
/fslview
diffusion analysis pipeline;- Preliminary support for Philips multiframe DICOM images (thanks to Nolan Nichols, Ly Nguyen and Brendan Moloney);
- New function to save Freesurfer annotation files (by Github user ohinds);
- Method to return MGH format
vox2ras_tkr
affine (Eric Larson); - A new API for reading unscaled data from NIfTI and other images, using
img.dataobj.get_unscaled()
. Deprecate previous way of doing this, which was to read data with theread_img_data
function; - Fix for bug when replacing NaN values with zero when writing floating point data as integers. If the input floating point data range did not include zero, then NaN would not get written to a value corresponding to zero in the output;
- Improvements and bug fixes to image orientation calculation and DICOM wrappers by Brendan Moloney;
- Bug fixes writing GIfTI files. We were using a base64 encoding that didn't match the spec, and the wrong field name for the endian code. Thanks to Basile Pinsard and Russ Poldrack for diagnosis and fixes;
- Bug fix in
freesurfer.read_annot
withorig_ids=False
when annot contains vertices with no label (Alexandre Gramfort); - More tutorials in the documentation, including introductory tutorial on DICOM, and on coordinate systems;
- Lots of code refactoring, including moving to common code-base for Python 2 and Python 3;
- New mechanism to add images for tests via git submodules.
1.3.0 (Tuesday 11 September 2012)
Special thanks to Chris Johnson, Brendan Moloney and JB Poline.
- New feature and bugfix release
- Add ability to write Freesurfer triangle files (Chris Johnson)
- Relax threshold for detecting rank deficient affines in orientation detection (JB Poline)
- Fix for DICOM slice normal numerical error (issue #137) (Brendan Moloney)
- Fix for Python 3 error when writing zero bytes for offset padding
1.2.2 (Wednesday 27 June 2012)
- Bugfix release
- Fix longdouble tests for Debian PPC (thanks to Yaroslav Halchecko for finding and diagnosing these errors)
- Generalize longdouble tests in the hope of making them more robust
- Disable saving of float128 nifti type unless platform has real IEEE binary128 longdouble type.
1.2.1 (Wednesday 13 June 2012)
Particular thanks to Yaroslav Halchecko for fixes and cleanups in this release.
- Bugfix release
- Make compatible with pydicom 0.9.7
- Refactor, rename nifti diagnostic script to
nib-nifti-dx
- Fix a bug causing an error when analyzing affines for orientation, when the affine contained all 0 columns
- Add missing
dicomfs
script to installation list and rename tonib-dicomfs
1.2.0 (Sunday 6 May 2012)
This release had large contributions from Krish Subramaniam, Alexandre Gramfort, Cindee Madison, Félix C. Morency and Christian Haselgrove.
- New feature and bugfix release
- Freesurfer format support by Krish Subramaniam and Alexandre Gramfort.
- ECAT read write support by Cindee Madison and Félix C. Morency.
- A DICOM fuse filesystem by Christian Haselgrove.
- Much work on making data scaling on read and write more robust to rounding error and overflow (MB).
- Import of nipy functions for working with affine transformation matrices.
- Added methods for working with nifti sform and qform fields by Bago Amirbekian and MB, with useful discussion by Brendan Moloney.
- Fixes to read / write of RGB analyze images by Bago Amirbekian.
- Extensions to
concat_images
by Yannick Schwartz. - A new
nib-ls
script to display information about neuroimaging files, and various other useful fixes by Yaroslav Halchenko.
1.1.0 (Thursday 28 April 2011)
Special thanks to Chris Burns, Jarrod Millman and Yaroslav Halchenko.
- New feature release
- Python 3.2 support
- Substantially enhanced gifti reading support (SG)
- Refactoring of trackvis read / write to allow reading and writing of voxel points and mm points in tracks. Deprecate use of negative voxel sizes; set voxel_order field in trackvis header. Thanks to Chris Filo Gorgolewski for pointing out the problem and Ruopeng Wang in the trackvis forum for clarifying the coordinate system of trackvis files.
- Added routine to give approximate array orientation in form such as 'RAS' or 'LPS'
- Fix numpy dtype hash errors for numpy 1.2.1
- Other bug fixes as for 1.0.2
1.0.2 (Thursday 14 April 2011)
- Bugfix release
- Make inference of data type more robust to changes in numpy dtype hashing
- Fix incorrect thresholds in quaternion calculation (thanks to Yarik H for pointing this one out)
- Make parrec2nii pass over errors more gracefully
- More explicit checks for missing or None field in trackvis and other classes - thanks to Marc-Alexandre Cote
- Make logging and error level work as expected - thanks to Yarik H
- Loading an image does not change qform or sform - thanks to Yarik H
- Allow 0 for nifti scaling as for spec - thanks to Yarik H
- nifti1.save now correctly saves single or pair images
1.0.1 (Wednesday 23 Feb 2011)
- Bugfix release
- Fix bugs in tests for data package paths
- Fix leaks of open filehandles when loading images (thanks to Gael Varoquaux for the report)
- Skip rw tests for SPM images when scipy not installed
- Fix various windows-specific file issues for tests
- Fix incorrect reading of byte-swapped trackvis files
- Workaround for odd numpy dtype comparisons leading to header errors for some loaded images (thanks to Cindee Madison for the report)
1.0.0 (Thursday, 13, Oct 2010)
- This is the first public release of the NiBabel package.
- NiBabel is a complete rewrite of the PyNifti package in pure python. It was designed to make the code simpler and easier to work with. Like PyNifti, NiBabel has fairly comprehensive NIfTI read and write support.
- Extended support for SPM Analyze images, including orientation affines from
matlab
.mat
files. - Basic support for simple MINC 1.0 files (MB). Please let us know if you have MINC files that we don't support well.
- Support for reading and writing PAR/REC images (MH)
parrec2nii
script to convert PAR/REC images to NIfTI format (MH)- Very preliminary, limited and highly experimental DICOM reading support (MB, Ian Nimmo Smith).
- Some functions (nibabel.funcs) for basic image shape changes, including the ability to transform to the image with data closest to the cononical image orientation (first axis left-to-right, second back-to-front, third down-to-up) (MB, Jonathan Taylor)
- Gifti format read and write support (preliminary) (Stephen Gerhard)
- Added utilities to use nipy-style data packages, by rip then edit of nipy data package code (MB)
- Some improvements to release support (Jarrod Millman, MB, Fernando Perez)
- Huge downward step in the quality and coverage by the docs, caused by MB, mostly fixed by a lot of good work by MH.
- NiBabel will not work with Python < 2.5, and we haven't even tested it with Python 3. We will get to it soon...
Modifications are done by Michael Hanke, if not indicated otherwise. 'Closes' statement IDs refer to the Debian bug tracking system and can be queried by visiting the URL:
http://bugs.debian.org/<bug id>
- 0.20100706.1 (Tue, 6 Jul 2010)
- Bugfix: NiftiFormat.vx2s() used the qform not the sform. Thanks to Tom Holroyd for reporting.
- 0.20100412.1 (Mon, 12 Apr 2010)
- Bugfix: Unfortunate interaction between Python garbage collection and C library caused memory problems. Thanks to Yaroslav Halchenko for the diagnose and fix.
- 0.20090303.1 (Tue, 3 Mar 2009)
- Bugfix: Updating the NIfTI header from a dictionary was broken.
- Bugfix: Removed left-over print statement in extension code.
- Bugfix: Prevent saving of bogus 'None.nii' images when the filename was previously assign, before calling NiftiImage.save() (Closes: #517920).
- Bugfix: Extension length was to short for all edata whos length matches n*16-8, for all integer n.
- 0.20090205.1 (Thu, 5 Feb 2009)
- This release is the first in a series that aims stabilize the API and finally result in PyNIfTI 1.0 with full support of the NIfTI1 standard.
- The whole package was restructured. The included renaming nifti.nifti(image,format,clibs) to nifti.(image,format,clibs). Redirect modules make sure that existing user code will not break, but they will issue a DeprecationWarning and will be removed with the release of PyNIfTI 1.0.
- Added a special extension that can embed any serializable Python object into the NIfTI file header. The contents of this extension is automatically expanded upon request into the .meta attribute of each NiftiImage. When saving files to disk the content of the dictionary is also automatically dumped into this extension. Embedded meta data is not loaded automatically, since this has security implications, because code from the file header is actually executed. The documentation explicitely mentions this risk.
- Added :class:`~nifti.extensions.NiftiExtensions`. This is a container-like handler to access and manipulate NIfTI1 header extensions.
- Exposed :class:`~nifti.image.MemMappedNiftiImage` in the root module.
- Moved :func:`~nifti.utils.cropImage` into the :mod:`~nifti.utils` module.
- From now on Sphinx is used to generate the documentation. This includes a module reference that replaces that old API reference.
- Added methods :meth:`~nifti.format.NiftiFormat.vx2q` and :meth:`~nifti.format.NiftiFormat.vx2s` to convert voxel indices into coordinates defined by qform or sform respectively.
- Updating the cal_min and cal_max values in the NIfTI header when saving a file is now conditional, but remains enabled by default.
- Full set of methods to query and modify axis units. This includes expanding the previous xyzt_units field in the header dictionary into editable xyz_unit and time_unit fields. The former xyzt_units field is no longer available. See: :meth:`~nifti.format.NiftiFormat.getXYZUnit`, :meth:`~nifti.format.NiftiFormat.setXYZUnit`, :meth:`~nifti.format.NiftiFormat.getTimeUnit`, :meth:`~nifti.format.NiftiFormat.setTimeUnit`, :attr:`~nifti.format.NiftiFormat.xyz_unit`, :attr:`~nifti.format.NiftiFormat.time_unit`
- Full set of methods to query and manuipulate qform and sform codes. See: :meth:`~nifti.format.NiftiFormat.getQFormCode`, :meth:`~nifti.format.NiftiFormat.setQFormCode`, :meth:`~nifti.format.NiftiFormat.getSFormCode`, :meth:`~nifti.format.NiftiFormat.setSFormCode`, :attr:`~nifti.format.NiftiFormat.qform_code`, :attr:`~nifti.format.NiftiFormat.sform_code`
- Each image instance is now able to generate a human-readable dump of its most important header information via __str__().
- :class:`~nifti.image.NiftiImage` objects can now be pickled.
- Switched to NumPy's distutils for building the package. Cleaned and simplified the build procedure. Added optimization flags to SWIG call.
- :attr:`nifti.image.NiftiImage.filename` can now also be used to assign a filename.
- Introduced :data:`nifti.__version__` as canonical version string.
- Removed updateQFormFromQuarternion() from the list of public methods of :class:`~nifti.format.NiftiFormat`. This is an internal method that should not be used in user code. However, a redirect to the new method will remain in-place until PyNIfTI 1.0.
- Bugfix: :meth:`~nifti.image.NiftiImage.getScaledData` returns a unmodified data array if slope is set to zero (as required by the NIfTI standard). Thanks to Thomas Ross for reporting.
- Bugfix: Unicode filenames are now handled properly, as long as they do not contain pure-unicode characters (since the NIfTI library does not support them). Thanks to Gaël Varoquaux for reporting this issue.
- 0.20081017.1 (Fri, 17 Oct 2008)
- Updated included minimal copy of the nifticlibs to version 1.1.0.
- Few changes to the Makefiles to enhance Posix compatibility. Thanks to Chris Burns.
- When building on non-Debian systems, only add include and library paths pointing to the local nifticlibs copy, when it is actually built. On Debian system the local copy is still not used at all, as a proper nifticlibs package is guaranteed to be available.
- Added minimal setup_egg.py for setuptools users. Thanks to Gaël Varoquaux.
- PyNIfTI now does a proper wrapping of the image data with NumPy arrays, which no longer leads to accidental memory leaks, when accessing array data that has not been copied before (e.g. via the data property of NiftiImage). Thanks to Gaël Varoquaux for mentioning this possibility.
- 0.20080710.1 (Thu, 7 Jul 2008)
- Bugfix: Pointer bug introduced by switch to new NumPy API in 0.20080624 Thanks to Christopher Burns for fixing it.
- Bugfix: Honored DeprecationWarning: sync() -> flush() for memory mapped arrays. Again thanks to Christopher Burns.
- More unit tests and other improvements (e.g. fixed circular imports) done by Christopher Burns.
- 0.20080630.1 (Tue, 30 Jun 2008)
- Bugfix: NiftiImage caused a memory leak by not calling the NiftiFormat destructor.
- Bugfix: Merged bashism-removal patch from Debian packaging.
- 0.20080624.1 (Tue, 24 Jun 2008)
- Converted all documentation (including docstrings) into the restructured text format.
- Improved Makefile.
- Included configuration and Makefile support for profiling, API doc generation (via epydoc) and code quality checks (with PyLint).
- Consistently import NumPy as N.
- Bugfix: Proper handling of [qs]form codes, which previously have not been handled at all. Thanks to Christopher Burns for pointing it out.
- Bugfix: Make NiftiFormat work without setFilename(). Thanks to Benjamin Thyreau for reporting.
- Bugfix: setPixDims() stored meaningless values.
- Use new NumPy API and replace deprecated function calls (PyArray_FromDimsAndData).
- Initial support for memory mapped access to uncompressed NIfTI files (MemMappedNiftiImage).
- Add a proper Makefile and setup.cfg for compiling PyNIfTI under Windows with MinGW.
- Include a minimal copy of the most recent nifticlibs (just libniftiio and znzlib; version 1.0), to lower the threshold to build PyNIfTI on systems that do not provide a developer package for those libraries.
- 0.20070930.1 (Sun, 30 Sep 2007)
- Relicense under the MIT license, to be compatible with SciPy license. http://www.opensource.org/licenses/mit-license.php
- Updated documentation.
- 0.20070917.1 (Mon, 17 Sep 2007)
- Bugfix: Can now update NIfTI header data when no filename is set (Closes: #442175).
- Unloading of image data without a filename set is no checked and prevented as it would damage data integrity and the image data could not be recovered.
- Added 'pixdim' property (Yaroslav Halchenko).
- 0.20070905.1 (Wed, 5 Sep 2007)
- Fixed a bug in the qform/quaternion handling that caused changes to the qform to vanish when saving to file (Yaroslav Halchenko).
- Added more unit tests.
- 'dim' vector in the NIfTI header is now guaranteed to only contain non-zero elements. This caused problems with some applications.
- 0.20070803.1 (Fri, 3 Aug 2007)
- Does not depend on SciPy anymore.
- Initial steps towards a unittest suite.
- pynifti_pst can now print the peristimulus signal matrix for a single voxel (onsets x time) for easier processing of this information in external applications.
- utils.getPeristimulusTimeseries() can now be used to compute mean and variance of the signal (among others).
- pynifti_pst is able to compute more than just the mean peristimulus timeseries (e.g. variance and standard deviation).
- Set default image description when saving a file if none is present.
- Improved documentation.
- 0.20070425.1 (Wed, 25 Apr 2007)
- Improved documentation. Added note about the special usage of the header property. Also added notes about the relevant properties in the docstring of the corresponding accessor methods.
- Added property and accessor methods to access/modify the repetition time of timeseries (dt).
- Added functions to manipulate the pixdim values.
- Added utils.py with some utility functions.
- Added functions/property to determine the bounding box of an image.
- Fixed a bug that caused a corrupted sform matrix when converting a NumPy array and a header dictionary into a NIfTI image.
- Added script to compute peristimulus timeseries (pynifti_pst).
- Package now depends on python-scipy.
- 0.20070315.1 (Thu, 15 Mar 2007)
- Removed functionality for "NiftiImage.save() raises an IOError exception when writing the image file fails." (Yaroslav Halchenko)
- Added ability to force a filetype when setting the filename or saving a file.
- Reverse the order of the 'header' and 'load' argument in the NiftiImage constructor. 'header' is now first as it seems to be used more often.
- Improved the source code documentation.
- Added getScaledData() method to NiftiImage that returns a copy of the data array that is scaled with the slope and intercept stored in the NIfTI header.
- 0.20070301.2 (Thu, 1 Mar 2007)
- Fixed wrong link to the source tarball in README.html.
- 0.20070301.1 (Thu, 1 Mar 2007)
- Initial upload to the Debian archive. (Closes: #413049)
- NiftiImage.save() raises an IOError exception when writing the image file fails.
- Added extent, volextent, and timepoints properties to NiftiImage class (Yaroslav Halchenko).
- 0.20070220.1 (Tue, 20 Feb 2007)
- NiftiFile class is renamed to NiftiImage.
- SWIG-wrapped libniftiio functions are no available in the nifticlib module.
- Fixed broken NiftiImage from Numpy array constructor.
- Added initial documentation in README.html.
- Fulfilled a number of Yarik's wishes ;)
- 0.20070214.1 (Wed, 14 Feb 2007)
- Does not depend on libfslio anymore.
- Up to seven-dimensional dataset are supported (as much as NIfTI can do).
- The complete NIfTI header dataset is modifiable.
- Most image properties are accessable via class attributes and accessor methods.
- Improved documentation (but still a long way to go).
- 0.20061114 (Tue, 14 Nov 2006)
- Initial release.