From 1890839f3fbe3f59a08e221c76a10ce9f966151c Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Sun, 1 Oct 2017 20:33:53 -0400 Subject: [PATCH 01/16] NF: Basic functionality for reading AFNI BRIK/HEAD files --- nibabel/brikhead.py | 444 ++++++++++++++++++++++++++++++++++++++++ nibabel/imageclasses.py | 13 +- 2 files changed, 454 insertions(+), 3 deletions(-) create mode 100644 nibabel/brikhead.py diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py new file mode 100644 index 0000000000..df177d31c3 --- /dev/null +++ b/nibabel/brikhead.py @@ -0,0 +1,444 @@ +# emacs: -*- mode: python-mode; py-indent-offset: 4; indent-tabs-mode: nil -*- +# vi: set ft=python sts=4 ts=4 sw=4 et: +### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ## +# +# See COPYING file distributed along with the NiBabel package for the +# copyright and license terms. +# +### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ## + +# https://github.com/florisvanvugt/afnipy/blob/master/afni.py + +from __future__ import print_function, division + +from copy import deepcopy +import os.path as op +import re + +import numpy as np + +from .fileslice import fileslice, strided_scalar +from .keywordonly import kw_only_meth +from .openers import ImageOpener +from .spatialimages import SpatialImage, SpatialHeader +from .volumeutils import Recoder, array_from_file + +_attr_dic = { + 'string' : str, + 'integer' : int, + 'float' : float +} + +_endian_dict = { + 'LSB_FIRST' : '<', + 'MSB_FIRST' : '>', +} + +_dtype_dict = { + 0 : 'B', + 1 : 'h', + 3 : 'f', + 5 : 'D', +} + +_orient_dict = { + 0 : 'R', + 1 : 'L', + 2 : 'P', + 3 : 'A', + 4 : 'I', + 5 : 'S' +} + +space_codes = Recoder(( + (0, 'unknown', ''), + (1, 'scanner', 'ORIG'), + (3, 'talairach', 'TLRC'), + (4, 'mni', 'MNI')), fields=('code','label','space')) + + +class AFNIError(Exception): + """ Error when reading AFNI files + """ + + +TYPE_RE = re.compile('type\s*=\s*(string|integer|float)-attribute\s*\n') +NAME_RE = re.compile('name\s*=\s*(\w+)\s*\n') + + +def _unpack_var(var): + """ Parses key, value pair from `var` + + Parameters + ---------- + var : str + Example: 'type = integer-attribute\nname = BRICK_TYPES\ncount = 1\n1\n' + + Returns + ------- + (key, value) + Example: ('BRICK_TYPES', [1]) + """ + + # data type and key + atype = TYPE_RE.findall(var)[0] + aname = NAME_RE.findall(var)[0] + + atype = _attr_dic.get(atype, str) + attr = ' '.join(var.strip().split('\n')[3:]) + + if atype is not str: + attr = [atype(f) for f in attr.split()] + if len(attr) == 1: + attr = attr[0] + else: + attr = attr.strip('\'~') + + return aname, attr + + +def _get_datatype(info): + """ Gets datatype from `info` header information + """ + + bo = info['BYTEORDER_STRING'] + bt = info['BRICK_TYPES'] + + if isinstance(bt, list): + if len(np.unique(bt)) > 1: + raise AFNIError('Can\'t load dataset with multiple data types.') + else: + bt = bt[0] + + bo = _endian_dict.get(bo, '=') + bt = _dtype_dict.get(bt, None) + + if bt is None: + raise AFNIError('Can\'t deduce image data type.') + + return np.dtype(bo+bt) + + +def parse_AFNI_header(fobj): + """ Parses HEAD file for relevant information + + Parameters + ---------- + fobj : file-object + AFNI HEAD file objects + + Returns + ------- + all_info : dict + Contains all the information from the HEAD file + """ + + head = fobj.read().split('\n\n') + + all_info = {key : value for key, value in map(_unpack_var, head)} + + return all_info + + +def _data_from_brik(fobj, shape, dtype, scalings=None, mmap=True): + """ Load and return array data from BRIK file + + Parameters + ---------- + fobj : file-like + The file to process. + shape : tuple + The data shape as specified from the HEAD file. + dtype : dtype + The datatype. + scalings : {None, sequence}, optional + Scalings to use. If not None, a length N sequence, where N is equal to + `shape[-1]` + mmap : {True, False, 'c', 'r', 'r+'}, optional + `mmap` controls the use of numpy memory mapping for reading data. If + False, do not try numpy ``memmap`` for data array. If one of {'c', + 'r', 'r+'}, try numpy memmap with ``mode=mmap``. A `mmap` value of + True gives the same behavior as ``mmap='c'``. If `rec_fileobj` cannot + be memory-mapped, ignore `mmap` value and read array from file. + + Returns + ------- + data : array + The scaled and sorted array. + """ + brik_data = array_from_file(shape, dtype, fobj, mmap=mmap) + if scalings is not None: + brik_data = brik_data * scalings.astype(dtype) + return brik_data + + +class AFNIArrayProxy(object): + + def __init__(self, file_like, header, mmap=True): + """ Initialize AFNI array proxy + + Parameters + ---------- + file_like : file-like object + Filename or object implementing ``read, seek, tell`` + header : AFNIHeader instance + Implementing ``get_data_shape, get_data_dtype``, + ``get_data_scaling``. + mmap : {True, False, 'c', 'r'}, optional, keyword only + `mmap` controls the use of numpy memory mapping for reading data. + If False, do not try numpy ``memmap`` for data array. If one of + {'c', 'r'}, try numpy memmap with ``mode=mmap``. A `mmap` value of + True gives the same behavior as ``mmap='c'``. If `file_like` + cannot be memory-mapped, ignore `mmap` value and read array from + file. + """ + self.file_like = file_like + self._shape = header.get_data_shape() + self._dtype = header.get_data_dtype() + self._mmap = mmap + self._scaling = header.get_data_scaling() + + @property + def shape(self): + return self._shape + + @property + def dtype(self): + return self._dtype + + @property + def is_proxy(self): + return True + + def __array__(self): + with ImageOpener(self.file_like) as fileobj: + return _data_from_brik(fileobj, + self._shape, + self._dtype, + scalings=self._scaling, + mmap=self._mmap) + + def __getitem__(self, slicer): + with ImageOpener(self.file_like) as fileobj: + raw_data = fileslice(fileobj, slicer, self._shape, self._dtype, 0, + 'F') + + if self._scaling is not None: + scaling = self._scaling.copy() + fake_data = strided_scalar(self._shape) + _, scaling = np.broadcast_arrays(fake_data, scaling) + raw_data = raw_data * scaling[slicer] + + return raw_data + + +class AFNIHeader(SpatialHeader): + """ Class for AFNI header + """ + + def __init__(self, info): + """ + Parameters + ---------- + info : dict + Information from AFNI HEAD file (as obtained by + `parse_AFNI_header()`) + """ + self.info = info + dt = _get_datatype(self.info) + + super(AFNIHeader, self).__init__(data_dtype=dt, + shape=self._calc_data_shape(), + zooms=self._calc_zooms()) + + @classmethod + def from_header(klass, header=None): + if header is None: + raise AFNIError('Cannot create AFNIHeader from nothing.') + if type(header) == klass: + return header.copy() + raise AFNIError('Cannot create AFNIHeader from non-AFNIHeader.') + + @classmethod + def from_fileobj(klass, fileobj): + info = parse_AFNI_header(fileobj) + return klass(info) + + def copy(self): + return AFNIHeader(deepcopy(self.info)) + + def _calc_data_shape(self): + """ Calculate the output shape of the image data + + Returns length 3 tuple for 3D image, length 4 tuple for 4D. + + Returns + ------- + (x, y, z, t) : tuple of int + """ + dset_rank = self.info['DATASET_RANK'] + shape = tuple(self.info['DATASET_DIMENSIONS'][:dset_rank[0]]) + n_vols = dset_rank[1] + + return shape + (n_vols,) if n_vols > 1 else shape + + def _calc_zooms(self): + """ Get image zooms from header data + + Spatial axes are first three indices + + Returns + ------- + zooms : tuple + """ + xyz_step = tuple(np.abs(self.info['DELTA'])) + t_step = self.info.get('TAXIS_FLOATS',()) + + if len(t_step) > 0: + t_step = (t_step[1],) + + return xyz_step + t_step + + def get_orient(self): + """ Returns orientation of data + + Three letter string of {('L','R'),('P','A'),('I','S')} specifying + data orientation + + Returns + ------- + orient : str + """ + orient = [_orient_dict[f][0] for f in self.info['ORIENT_SPECIFIC']] + + return ''.join(orient) + + def get_space(self): + """ Returns space of dataset + + Returns + ------- + space : str + """ + + listed_space = self.info.get('TEMPLATE_SPACE', 0) + space = space_codes.label[listed_space] + + return space + + def get_affine(self): + # AFNI default is RAI/DICOM order (i.e., RAI are - axis) + # need to flip RA sign to align with nibabel RAS+ system + affine = np.asarray(self.info['IJK_TO_DICOM_REAL']).reshape(3,4) + affine = np.row_stack((affine * [[-1],[-1],[1]], + [0,0,0,1])) + + return affine + + def get_data_scaling(self): + floatfacs = self.info.get('BRICK_FLOAT_FACS',None) + + if floatfacs is None or not np.any(floatfacs): + return None + + scale = np.ones(self.info['DATASET_RANK'][1]) + floatfacs = np.asarray(floatfacs) + scale[floatfacs.nonzero()] = floatfacs[floatfacs.nonzero()] + + return scale + + def get_volume_labels(self): + """ Returns volume labels + + Returns + ------- + labels : list of str + """ + labels = self.info.get('BRICK_LABS', None) + + if labels is not None: + labels = labels.split('~') + + return labels + + +class AFNIImage(SpatialImage): + """ AFNI image file + """ + + header_class = AFNIHeader + valid_exts = ('.brik','.head') + files_types = (('image', '.brik'),('header', '.head')) + _compressed_suffixes = ('.gz','.bz2') + + makeable = False + rw = False + + ImageArrayProxy = AFNIArrayProxy + + @classmethod + @kw_only_meth(1) + def from_file_map(klass, file_map, mmap=True): + """ + Parameters + ---------- + file_map : dict + dict with keys ``image, header`` and values being fileholder + objects for the respective REC and PAR files. + mmap : {True, False, 'c', 'r'}, optional, keyword only + `mmap` controls the use of numpy memory mapping for reading image + array data. If False, do not try numpy ``memmap`` for data array. + If one of {'c', 'r'}, try numpy memmap with ``mode=mmap``. A + `mmap` value of True gives the same behavior as ``mmap='c'``. If + image data file cannot be memory-mapped, ignore `mmap` value and + read array from file. + """ + with file_map['header'].get_prepare_fileobj('rt') as hdr_fobj: + hdr = klass.header_class.from_fileobj( + hdr_fobj) + brik_fobj = file_map['image'].get_prepare_fileobj() + data = klass.ImageArrayProxy(brik_fobj, hdr, + mmap=mmap) + return klass(data, hdr.get_affine(), header=hdr, extra=None, + file_map=file_map) + + @classmethod + @kw_only_meth(1) + def from_filename(klass, filename, mmap=True): + """ + Parameters + ---------- + file_map : dict + dict with keys ``image, header`` and values being fileholder + objects for the respective REC and PAR files. + mmap : {True, False, 'c', 'r'}, optional, keyword only + `mmap` controls the use of numpy memory mapping for reading image + array data. If False, do not try numpy ``memmap`` for data array. + If one of {'c', 'r'}, try numpy memmap with ``mode=mmap``. A + `mmap` value of True gives the same behavior as ``mmap='c'``. If + image data file cannot be memory-mapped, ignore `mmap` value and + read array from file. + """ + file_map = klass.filespec_to_file_map(filename) + # only BRIK can be compressed, but `filespec_to_file_map` doesn't + # handle that case; remove potential compression suffixes from HEAD + head_fname = file_map['header'].filename + if not op.exists(head_fname): + for ext in klass._compressed_suffixes: + head_fname = re.sub(ext, '', head_fname) + file_map['header'].filename = head_fname + # if HEAD is read in and BRIK is compressed, function won't detect the + # compressed format; check for these cases + if not op.exists(file_map['image'].filename): + for ext in klass._compressed_suffixes: + im_ext = file_map['image'].filename + ext + if op.exists(im_ext): + file_map['image'].filename = im_ext + break + return klass.from_file_map(file_map, + mmap=mmap) + + load = from_filename + + +load = AFNIImage.load diff --git a/nibabel/imageclasses.py b/nibabel/imageclasses.py index f136a070be..c1a0b7133a 100644 --- a/nibabel/imageclasses.py +++ b/nibabel/imageclasses.py @@ -9,6 +9,7 @@ ''' Define supported image classes and names ''' from .analyze import AnalyzeImage +from .brikhead import AFNIImage from .cifti2 import Cifti2Image from .freesurfer import MGHImage from .gifti import GiftiImage @@ -31,7 +32,7 @@ Cifti2Image, Nifti2Image, # Cifti2 before Nifti2 Spm2AnalyzeImage, Spm99AnalyzeImage, AnalyzeImage, Minc1Image, Minc2Image, MGHImage, - PARRECImage, GiftiImage] + PARRECImage, GiftiImage, AFNIImage] # DEPRECATED: mapping of names to classes and class functionality @@ -88,7 +89,12 @@ def __getitem__(self, *args, **kwargs): 'ext': '.par', 'has_affine': True, 'makeable': False, - 'rw': False}) + 'rw': False}, + afni={'class': AFNIImage, + 'ext': '.brik', + 'has_affine': True, + 'makeable': False, + 'rw': False}) class ExtMapRecoder(Recoder): @@ -107,6 +113,7 @@ def __getitem__(self, *args, **kwargs): ('mgh', '.mgh'), ('mgz', '.mgz'), ('par', '.par'), + ('brik', '.brik') )) # Image classes known to require spatial axes to be first in index ordering. @@ -114,7 +121,7 @@ def __getitem__(self, *args, **kwargs): # here. KNOWN_SPATIAL_FIRST = (Nifti1Pair, Nifti1Image, Nifti2Pair, Nifti2Image, Spm2AnalyzeImage, Spm99AnalyzeImage, AnalyzeImage, - MGHImage, PARRECImage) + MGHImage, PARRECImage, AFNIImage) def spatial_axes_first(img): From f088f51b6a9a0c555a29c94349520132e881e90b Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Sun, 1 Oct 2017 21:46:43 -0400 Subject: [PATCH 02/16] TEST: Minimal tests for AFNI BRIK/HEAD files Includes new test file `example_4d+orig.BRIK/HEAD` --- nibabel/tests/data/example4d+orig.BRIK | Bin 0 -> 202950 bytes nibabel/tests/data/example4d+orig.HEAD | 133 +++++++++++++++++++++++++ nibabel/tests/test_brikhead.py | 79 +++++++++++++++ 3 files changed, 212 insertions(+) create mode 100644 nibabel/tests/data/example4d+orig.BRIK create mode 100644 nibabel/tests/data/example4d+orig.HEAD create mode 100644 nibabel/tests/test_brikhead.py diff --git a/nibabel/tests/data/example4d+orig.BRIK b/nibabel/tests/data/example4d+orig.BRIK new file mode 100644 index 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-0,0 +1,133 @@ + +type = string-attribute +name = DATASET_NAME +count = 5 +'none~ + +type = string-attribute +name = TYPESTRING +count = 15 +'3DIM_HEAD_ANAT~ + +type = string-attribute +name = IDCODE_STRING +count = 27 +'AFN_-zxZ0OyZs8eEtm9syGBNdA~ + +type = string-attribute +name = IDCODE_DATE +count = 25 +'Sun Oct 1 21:13:09 2017~ + +type = integer-attribute +name = SCENE_DATA +count = 8 + 0 2 0 -999 -999 + -999 -999 -999 + +type = string-attribute +name = LABEL_1 +count = 5 +'none~ + +type = string-attribute +name = LABEL_2 +count = 5 +'none~ + +type = integer-attribute +name = ORIENT_SPECIFIC +count = 3 + 0 3 4 + +type = float-attribute +name = ORIGIN +count = 3 + -49.5 -82.312 -52.3511 + +type = float-attribute +name = DELTA +count = 3 + 3 3 3 + +type = float-attribute +name = IJK_TO_DICOM +count = 12 + 3 0 0 -49.5 0 + 3 0 -82.312 0 0 + 3 -52.3511 + +type = float-attribute +name = IJK_TO_DICOM_REAL +count = 12 + 3 0 0 -49.5 0 + 3 0 -82.312 0 0 + 3 -52.3511 + +type = float-attribute +name = BRICK_STATS +count = 6 + 0 13722 0 10051 0 + 9968 + +type = integer-attribute +name = TAXIS_NUMS +count = 8 + 3 25 77002 -999 -999 + -999 -999 -999 + +type = float-attribute +name = TAXIS_FLOATS +count = 8 + 0 3 0 -52.3511 3 + -999999 -999999 -999999 + +type = float-attribute +name = TAXIS_OFFSETS +count = 25 + 0.3260869 1.826087 0.3913043 1.891304 0.4565217 + 1.956521 0.5217391 2.021739 0.5869564 2.086956 + 0.6521738 2.152174 0.7173912 2.217391 0.7826086 + 2.282609 0.8478259 2.347826 0.9130433 2.413044 + 0.9782607 2.478261 1.043478 2.543479 1.108696 + +type = integer-attribute +name = DATASET_RANK +count = 8 + 3 3 0 0 0 + 0 0 0 + +type = integer-attribute +name = DATASET_DIMENSIONS +count = 5 + 33 41 25 0 0 + +type = integer-attribute +name = BRICK_TYPES +count = 3 + 1 1 1 + +type = float-attribute +name = BRICK_FLOAT_FACS +count = 3 + 0 0 0 + +type = string-attribute +name = TEMPLATE_SPACE +count = 5 +'ORIG~ + +type = integer-attribute +name = INT_CMAP +count = 1 + 0 + +type = string-attribute +name = BYTEORDER_STRING +count = 10 +'LSB_FIRST~ + +type = string-attribute +name = BRICK_LABS +count = 9 +'#0~#1~#2~ diff --git a/nibabel/tests/test_brikhead.py b/nibabel/tests/test_brikhead.py new file mode 100644 index 0000000000..3097a73953 --- /dev/null +++ b/nibabel/tests/test_brikhead.py @@ -0,0 +1,79 @@ +# emacs: -*- mode: python-mode; py-indent-offset: 4; indent-tabs-mode: nil -*- +# vi: set ft=python sts=4 ts=4 sw=4 et: +### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ## +# +# See COPYING file distributed along with the NiBabel package for the +# copyright and license terms. +# +### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ## +from __future__ import division, print_function, absolute_import + +from os.path import join as pjoin + +import numpy as np + +from .. import load, Nifti1Image +from .. import brikhead + +from nose.tools import (assert_true, assert_equal) +from numpy.testing import assert_array_equal +from ..testing import data_path + +from .test_fileslice import slicer_samples +from .test_helpers import assert_data_similar + +EXAMPLE_IMAGES = [ + dict( + fname=pjoin(data_path, 'example4d+orig.BRIK'), + shape=(33, 41, 25, 3), + dtype=np.int16, + affine=np.array([[-3.0,0,0,49.5], + [0,-3.0,0,82.312], + [0,0,3.0,-52.3511], + [0,0,0,1.0]]), + zooms=(3., 3., 3., 3.), + # These values from SPM2 + data_summary=dict( + min=0, + max=13722, + mean=4266.76024636), + is_proxy=True) +] + + +class TestAFNIImage(object): + module = brikhead + test_files = EXAMPLE_IMAGES + + def test_brikheadfile(self): + for tp in self.test_files: + brik = self.module.load(tp['fname']) + assert_equal(brik.get_data_dtype().type, tp['dtype']) + assert_equal(brik.shape, tp['shape']) + assert_equal(brik.header.get_zooms(), tp['zooms']) + assert_array_equal(brik.affine, tp['affine']) + data = brik.get_data() + assert_equal(data.shape, tp['shape']) + + def test_load(self): + # Check highest level load of brikhead works + for tp in self.test_files: + img = load(tp['fname']) + data = img.get_data() + assert_equal(data.shape, tp['shape']) + # min, max, mean values + assert_data_similar(data, tp) + # check if file can be converted to nifti + ni_img = Nifti1Image.from_image(img) + assert_array_equal(ni_img.affine, tp['affine']) + assert_array_equal(ni_img.get_data(), data) + + def test_array_proxy_slicing(self): + # Test slicing of array proxy + for tp in self.test_files: + img = load(tp['fname']) + arr = img.get_data() + prox = img.dataobj + assert_true(prox.is_proxy) + for sliceobj in slicer_samples(img.shape): + assert_array_equal(arr[sliceobj], prox[sliceobj]) From c418a1fd5da44da5c6a9b491f55eeabc16d0b3f9 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Sun, 8 Oct 2017 20:04:44 -0400 Subject: [PATCH 03/16] PL: Cleaning up brikhead flake8 errors --- nibabel/brikhead.py | 54 ++++++++++++++++++++++----------------------- 1 file changed, 27 insertions(+), 27 deletions(-) diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index df177d31c3..e82258bec9 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -24,37 +24,37 @@ from .volumeutils import Recoder, array_from_file _attr_dic = { - 'string' : str, - 'integer' : int, - 'float' : float + 'string': str, + 'integer': int, + 'float': float } _endian_dict = { - 'LSB_FIRST' : '<', - 'MSB_FIRST' : '>', + 'LSB_FIRST': '<', + 'MSB_FIRST': '>', } _dtype_dict = { - 0 : 'B', - 1 : 'h', - 3 : 'f', - 5 : 'D', + 0: 'B', + 1: 'h', + 3: 'f', + 5: 'D', } _orient_dict = { - 0 : 'R', - 1 : 'L', - 2 : 'P', - 3 : 'A', - 4 : 'I', - 5 : 'S' + 0: 'R', + 1: 'L', + 2: 'P', + 3: 'A', + 4: 'I', + 5: 'S' } space_codes = Recoder(( (0, 'unknown', ''), (1, 'scanner', 'ORIG'), (3, 'talairach', 'TLRC'), - (4, 'mni', 'MNI')), fields=('code','label','space')) + (4, 'mni', 'MNI')), fields=('code', 'label', 'space')) class AFNIError(Exception): @@ -85,7 +85,7 @@ def _unpack_var(var): aname = NAME_RE.findall(var)[0] atype = _attr_dic.get(atype, str) - attr = ' '.join(var.strip().split('\n')[3:]) + attr = ' '.join(var.strip().split('\n')[3:]) if atype is not str: attr = [atype(f) for f in attr.split()] @@ -116,7 +116,7 @@ def _get_datatype(info): if bt is None: raise AFNIError('Can\'t deduce image data type.') - return np.dtype(bo+bt) + return np.dtype(bo + bt) def parse_AFNI_header(fobj): @@ -135,7 +135,7 @@ def parse_AFNI_header(fobj): head = fobj.read().split('\n\n') - all_info = {key : value for key, value in map(_unpack_var, head)} + all_info = {key: value for key, value in map(_unpack_var, head)} return all_info @@ -292,7 +292,7 @@ def _calc_zooms(self): zooms : tuple """ xyz_step = tuple(np.abs(self.info['DELTA'])) - t_step = self.info.get('TAXIS_FLOATS',()) + t_step = self.info.get('TAXIS_FLOATS', ()) if len(t_step) > 0: t_step = (t_step[1],) @@ -329,14 +329,14 @@ def get_space(self): def get_affine(self): # AFNI default is RAI/DICOM order (i.e., RAI are - axis) # need to flip RA sign to align with nibabel RAS+ system - affine = np.asarray(self.info['IJK_TO_DICOM_REAL']).reshape(3,4) - affine = np.row_stack((affine * [[-1],[-1],[1]], - [0,0,0,1])) + affine = np.asarray(self.info['IJK_TO_DICOM_REAL']).reshape(3, 4) + affine = np.row_stack((affine * [[-1], [-1], [1]], + [0, 0, 0, 1])) return affine def get_data_scaling(self): - floatfacs = self.info.get('BRICK_FLOAT_FACS',None) + floatfacs = self.info.get('BRICK_FLOAT_FACS', None) if floatfacs is None or not np.any(floatfacs): return None @@ -367,9 +367,9 @@ class AFNIImage(SpatialImage): """ header_class = AFNIHeader - valid_exts = ('.brik','.head') - files_types = (('image', '.brik'),('header', '.head')) - _compressed_suffixes = ('.gz','.bz2') + valid_exts = ('.brik', '.head') + files_types = (('image', '.brik'), ('header', '.head')) + _compressed_suffixes = ('.gz', '.bz2') makeable = False rw = False From c78c786e19179bd5e1b1c062570d9e5201c7c8d2 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Mon, 22 Jan 2018 15:29:37 -0500 Subject: [PATCH 04/16] RF: ArrayProxy and whitespace Changed AFNIArrayProxy to subclass from ArrayProxy. Removed whitespace. --- nibabel/brikhead.py | 136 ++++++++++++++++---------------------------- 1 file changed, 49 insertions(+), 87 deletions(-) diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index e82258bec9..338de8d8fe 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -7,8 +7,6 @@ # ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ## -# https://github.com/florisvanvugt/afnipy/blob/master/afni.py - from __future__ import print_function, division from copy import deepcopy @@ -17,11 +15,11 @@ import numpy as np -from .fileslice import fileslice, strided_scalar +from .arrayproxy import ArrayProxy +from .fileslice import strided_scalar from .keywordonly import kw_only_meth -from .openers import ImageOpener from .spatialimages import SpatialImage, SpatialHeader -from .volumeutils import Recoder, array_from_file +from .volumeutils import Recoder _attr_dic = { 'string': str, @@ -62,6 +60,7 @@ class AFNIError(Exception): """ +DATA_OFFSET = 0 TYPE_RE = re.compile('type\s*=\s*(string|integer|float)-attribute\s*\n') NAME_RE = re.compile('name\s*=\s*(\w+)\s*\n') @@ -79,14 +78,11 @@ def _unpack_var(var): (key, value) Example: ('BRICK_TYPES', [1]) """ - # data type and key atype = TYPE_RE.findall(var)[0] aname = NAME_RE.findall(var)[0] - atype = _attr_dic.get(atype, str) attr = ' '.join(var.strip().split('\n')[3:]) - if atype is not str: attr = [atype(f) for f in attr.split()] if len(attr) == 1: @@ -100,19 +96,15 @@ def _unpack_var(var): def _get_datatype(info): """ Gets datatype from `info` header information """ - bo = info['BYTEORDER_STRING'] bt = info['BRICK_TYPES'] - if isinstance(bt, list): if len(np.unique(bt)) > 1: raise AFNIError('Can\'t load dataset with multiple data types.') else: bt = bt[0] - bo = _endian_dict.get(bo, '=') bt = _dtype_dict.get(bt, None) - if bt is None: raise AFNIError('Can\'t deduce image data type.') @@ -125,65 +117,30 @@ def parse_AFNI_header(fobj): Parameters ---------- fobj : file-object - AFNI HEAD file objects + AFNI HEAD file object Returns ------- all_info : dict Contains all the information from the HEAD file """ - head = fobj.read().split('\n\n') - all_info = {key: value for key, value in map(_unpack_var, head)} return all_info -def _data_from_brik(fobj, shape, dtype, scalings=None, mmap=True): - """ Load and return array data from BRIK file - - Parameters - ---------- - fobj : file-like - The file to process. - shape : tuple - The data shape as specified from the HEAD file. - dtype : dtype - The datatype. - scalings : {None, sequence}, optional - Scalings to use. If not None, a length N sequence, where N is equal to - `shape[-1]` - mmap : {True, False, 'c', 'r', 'r+'}, optional - `mmap` controls the use of numpy memory mapping for reading data. If - False, do not try numpy ``memmap`` for data array. If one of {'c', - 'r', 'r+'}, try numpy memmap with ``mode=mmap``. A `mmap` value of - True gives the same behavior as ``mmap='c'``. If `rec_fileobj` cannot - be memory-mapped, ignore `mmap` value and read array from file. - - Returns - ------- - data : array - The scaled and sorted array. - """ - brik_data = array_from_file(shape, dtype, fobj, mmap=mmap) - if scalings is not None: - brik_data = brik_data * scalings.astype(dtype) - return brik_data - - -class AFNIArrayProxy(object): - - def __init__(self, file_like, header, mmap=True): +class AFNIArrayProxy(ArrayProxy): + @kw_only_meth(2) + def __init__(self, file_like, header, mmap=True, keep_file_open=None): """ Initialize AFNI array proxy Parameters ---------- file_like : file-like object - Filename or object implementing ``read, seek, tell`` - header : AFNIHeader instance - Implementing ``get_data_shape, get_data_dtype``, - ``get_data_scaling``. + File-like object or filename. If file-like object, should implement + at least ``read`` and ``seek``. + header : AFNIHeader object mmap : {True, False, 'c', 'r'}, optional, keyword only `mmap` controls the use of numpy memory mapping for reading data. If False, do not try numpy ``memmap`` for data array. If one of @@ -191,38 +148,40 @@ def __init__(self, file_like, header, mmap=True): True gives the same behavior as ``mmap='c'``. If `file_like` cannot be memory-mapped, ignore `mmap` value and read array from file. + keep_file_open : { None, 'auto', True, False }, optional, keyword only + `keep_file_open` controls whether a new file handle is created + every time the image is accessed, or a single file handle is + created and used for the lifetime of this ``ArrayProxy``. If + ``True``, a single file handle is created and used. If ``False``, + a new file handle is created every time the image is accessed. If + ``'auto'``, and the optional ``indexed_gzip`` dependency is + present, a single file handle is created and persisted. If + ``indexed_gzip`` is not available, behaviour is the same as if + ``keep_file_open is False``. If ``file_like`` is an open file + handle, this setting has no effect. The default value (``None``) + will result in the value of ``KEEP_FILE_OPEN_DEFAULT`` being used. """ - self.file_like = file_like - self._shape = header.get_data_shape() - self._dtype = header.get_data_dtype() - self._mmap = mmap + super(AFNIArrayProxy, self).__init__(file_like, + header, + mmap=mmap, + keep_file_open=keep_file_open) self._scaling = header.get_data_scaling() @property - def shape(self): - return self._shape - - @property - def dtype(self): - return self._dtype - - @property - def is_proxy(self): - return True + def scaling(self): + return self._scaling def __array__(self): - with ImageOpener(self.file_like) as fileobj: - return _data_from_brik(fileobj, - self._shape, - self._dtype, - scalings=self._scaling, - mmap=self._mmap) + raw_data = self.get_unscaled() + # apply volume specific scaling + if self._scaling is not None: + return raw_data * self._scaling.astype(self.dtype) - def __getitem__(self, slicer): - with ImageOpener(self.file_like) as fileobj: - raw_data = fileslice(fileobj, slicer, self._shape, self._dtype, 0, - 'F') + return raw_data + def __getitem__(self, slicer): + raw_data = super(AFNIArrayProxy, self).__getitem__(slicer) + # apply volume specific scaling if self._scaling is not None: scaling = self._scaling.copy() fake_data = strided_scalar(self._shape) @@ -235,7 +194,6 @@ def __getitem__(self, slicer): class AFNIHeader(SpatialHeader): """ Class for AFNI header """ - def __init__(self, info): """ Parameters @@ -246,7 +204,6 @@ def __init__(self, info): """ self.info = info dt = _get_datatype(self.info) - super(AFNIHeader, self).__init__(data_dtype=dt, shape=self._calc_data_shape(), zooms=self._calc_zooms()) @@ -293,7 +250,6 @@ def _calc_zooms(self): """ xyz_step = tuple(np.abs(self.info['DELTA'])) t_step = self.info.get('TAXIS_FLOATS', ()) - if len(t_step) > 0: t_step = (t_step[1],) @@ -320,13 +276,14 @@ def get_space(self): ------- space : str """ - listed_space = self.info.get('TEMPLATE_SPACE', 0) space = space_codes.label[listed_space] return space def get_affine(self): + """ Returns affine of dataset + """ # AFNI default is RAI/DICOM order (i.e., RAI are - axis) # need to flip RA sign to align with nibabel RAS+ system affine = np.asarray(self.info['IJK_TO_DICOM_REAL']).reshape(3, 4) @@ -336,17 +293,25 @@ def get_affine(self): return affine def get_data_scaling(self): + """ AFNI applies volume-specific data scaling + """ floatfacs = self.info.get('BRICK_FLOAT_FACS', None) - if floatfacs is None or not np.any(floatfacs): return None - scale = np.ones(self.info['DATASET_RANK'][1]) floatfacs = np.asarray(floatfacs) scale[floatfacs.nonzero()] = floatfacs[floatfacs.nonzero()] return scale + def get_slope_inter(self): + """ Use `self.get_data_scaling()` instead + """ + return None, None + + def get_data_offset(self): + return DATA_OFFSET + def get_volume_labels(self): """ Returns volume labels @@ -355,7 +320,6 @@ def get_volume_labels(self): labels : list of str """ labels = self.info.get('BRICK_LABS', None) - if labels is not None: labels = labels.split('~') @@ -370,10 +334,8 @@ class AFNIImage(SpatialImage): valid_exts = ('.brik', '.head') files_types = (('image', '.brik'), ('header', '.head')) _compressed_suffixes = ('.gz', '.bz2') - makeable = False rw = False - ImageArrayProxy = AFNIArrayProxy @classmethod From 8d9e41470e32da48e3731b4f7afd5e8bf83f8317 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Mon, 22 Jan 2018 21:32:51 -0500 Subject: [PATCH 05/16] TEST: Added BRIK/HEAD doc-tests --- nibabel/brikhead.py | 161 ++++++++++++++++++++++++++++++++++---------- 1 file changed, 127 insertions(+), 34 deletions(-) diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index 338de8d8fe..04d72b1fd4 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -6,11 +6,23 @@ # copyright and license terms. # ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ## - +""" Class for reading AFNI BRIK/HEAD datasets + +See https://afni.nimh.nih.gov/pub/dist/doc/program_help/README.attributes.html +for more information on required information to have a valid BRIK/HEAD dataset. + +Examples +-------- + .. testsetup:: + # change directory to provide relative paths for doctests + >>> filepath = os.path.dirname(os.path.realpath( __file__ )) + >>> datadir = os.path.realpath(os.path.join(filepath, 'tests/data')) + >>> os.chdir(datadir) +""" from __future__ import print_function, division from copy import deepcopy -import os.path as op +import os import re import numpy as np @@ -56,8 +68,7 @@ class AFNIError(Exception): - """ Error when reading AFNI files - """ + """Error when reading AFNI files""" DATA_OFFSET = 0 @@ -66,17 +77,29 @@ class AFNIError(Exception): def _unpack_var(var): - """ Parses key, value pair from `var` + """ + Parses key : value pair from `var` Parameters ---------- var : str - Example: 'type = integer-attribute\nname = BRICK_TYPES\ncount = 1\n1\n' + Entry from HEAD file Returns ------- (key, value) - Example: ('BRICK_TYPES', [1]) + Parsed entry from HEAD file + + Examples + -------- + >>> var = "type = integer-attribute\\nname = BRICK_TYPES\\ncount = 1\\n1\\n" + >>> name, attr = _unpack_var(var) + >>> print(name, attr) + BRICK_TYPES 1 + >>> var = "type = string-attribute\\nname = TEMPLATE_SPACE\\ncount = 5\\n'ORIG~" + >>> name, attr = _unpack_var(var) + >>> print(name, attr) + TEMPLATE_SPACE ORIG """ # data type and key atype = TYPE_RE.findall(var)[0] @@ -94,12 +117,23 @@ def _unpack_var(var): def _get_datatype(info): - """ Gets datatype from `info` header information + """ + Gets datatype of BRIK file associated with HEAD file yielding `info` + + Parameters + ---------- + info : dict + As obtained by `parse_AFNI_header()` + + Returns + ------- + np.dtype + Datatype of BRIK file associated with HEAD """ bo = info['BYTEORDER_STRING'] bt = info['BRICK_TYPES'] if isinstance(bt, list): - if len(np.unique(bt)) > 1: + if np.unique(bt).size > 1: raise AFNIError('Can\'t load dataset with multiple data types.') else: bt = bt[0] @@ -112,7 +146,8 @@ def _get_datatype(info): def parse_AFNI_header(fobj): - """ Parses HEAD file for relevant information + """ + Parses `fobj` to extract information from HEAD file Parameters ---------- @@ -121,19 +156,33 @@ def parse_AFNI_header(fobj): Returns ------- - all_info : dict - Contains all the information from the HEAD file + info : dict + Dictionary containing AFNI-style key:value pairs from HEAD file + + Examples + -------- + >>> info = parse_AFNI_header('example4d+orig.HEAD') + >>> print(info['BYTEORDER_STRING']) + LSB_FIRST + >>> print(info['BRICK_TYPES']) + [1, 1, 1] """ + # edge case for being fed a filename instead of a file object + if isinstance(fobj, str): + with open(fobj, 'r') as src: + return parse_AFNI_header(src) + # unpack variables in HEAD file head = fobj.read().split('\n\n') - all_info = {key: value for key, value in map(_unpack_var, head)} + info = {key: value for key, value in map(_unpack_var, head)} - return all_info + return info class AFNIArrayProxy(ArrayProxy): @kw_only_meth(2) def __init__(self, file_like, header, mmap=True, keep_file_open=None): - """ Initialize AFNI array proxy + """ + Initialize AFNI array proxy Parameters ---------- @@ -192,15 +241,23 @@ def __getitem__(self, slicer): class AFNIHeader(SpatialHeader): - """ Class for AFNI header - """ + """Class for AFNI header""" def __init__(self, info): """ Parameters ---------- info : dict - Information from AFNI HEAD file (as obtained by - `parse_AFNI_header()`) + Information from HEAD file as obtained by `parse_AFNI_header()` + + Examples + -------- + >>> header = AFNIHeader(parse_AFNI_header('example4d+orig.HEAD')) + >>> header.get_data_dtype() + dtype('int16') + >>> header.get_zooms() + (3.0, 3.0, 3.0, 3.0) + >>> header.get_data_shape() + (33, 41, 25, 3) """ self.info = info dt = _get_datatype(self.info) @@ -225,7 +282,7 @@ def copy(self): return AFNIHeader(deepcopy(self.info)) def _calc_data_shape(self): - """ Calculate the output shape of the image data + """Calculate the output shape of the image data Returns length 3 tuple for 3D image, length 4 tuple for 4D. @@ -256,21 +313,21 @@ def _calc_zooms(self): return xyz_step + t_step def get_orient(self): - """ Returns orientation of data + """Returns orientation of data - Three letter string of {('L','R'),('P','A'),('I','S')} specifying + Three letter string of {('L','R'), ('P','A'), ('I','S')} specifying data orientation Returns ------- orient : str """ - orient = [_orient_dict[f][0] for f in self.info['ORIENT_SPECIFIC']] + orient = [_orient_dict[f] for f in self.info['ORIENT_SPECIFIC']] return ''.join(orient) def get_space(self): - """ Returns space of dataset + """Returns space of dataset Returns ------- @@ -283,8 +340,17 @@ def get_space(self): def get_affine(self): """ Returns affine of dataset + + Examples + -------- + >>> header = AFNIHeader(parse_AFNI_header('example4d+orig.HEAD')) + >>> header.get_affine() + array([[ -3. , -0. , -0. , 49.5 ], + [ -0. , -3. , -0. , 82.312 ], + [ 0. , 0. , 3. , -52.3511], + [ 0. , 0. , 0. , 1. ]]) """ - # AFNI default is RAI/DICOM order (i.e., RAI are - axis) + # AFNI default is RAI-/DICOM order (i.e., RAI are - axis) # need to flip RA sign to align with nibabel RAS+ system affine = np.asarray(self.info['IJK_TO_DICOM_REAL']).reshape(3, 4) affine = np.row_stack((affine * [[-1], [-1], [1]], @@ -294,6 +360,11 @@ def get_affine(self): def get_data_scaling(self): """ AFNI applies volume-specific data scaling + + Examples + -------- + >>> header = AFNIHeader(parse_AFNI_header('example4d+orig.HEAD')) + >>> header.get_data_scaling() """ floatfacs = self.info.get('BRICK_FLOAT_FACS', None) if floatfacs is None or not np.any(floatfacs): @@ -305,19 +376,25 @@ def get_data_scaling(self): return scale def get_slope_inter(self): - """ Use `self.get_data_scaling()` instead - """ + """Use `self.get_data_scaling()` instead""" return None, None def get_data_offset(self): + """Data offset in BRIK file""" return DATA_OFFSET def get_volume_labels(self): - """ Returns volume labels + """Returns volume labels Returns ------- labels : list of str + + Examples + -------- + >>> header = AFNIHeader(parse_AFNI_header('example4d+orig.HEAD')) + >>> header.get_volume_labels() + ['#0', '#1', '#2'] """ labels = self.info.get('BRICK_LABS', None) if labels is not None: @@ -327,7 +404,23 @@ def get_volume_labels(self): class AFNIImage(SpatialImage): - """ AFNI image file + """AFNI Image file + + Can be loaded from either the BRIK or HEAD file (but MUST specify one!) + + Examples + -------- + >>> brik = load('example4d+orig.BRIK') + >>> brik.shape + (33, 41, 25, 3) + >>> brik.affine + array([[ -3. , -0. , -0. , 49.5 ], + [ -0. , -3. , -0. , 82.312 ], + [ 0. , 0. , 3. , -52.3511], + [ 0. , 0. , 0. , 1. ]]) + >>> head = load('example4d+orig.HEAD') + >>> (head.get_data() == brik.get_data()).all() + True """ header_class = AFNIHeader @@ -346,7 +439,7 @@ def from_file_map(klass, file_map, mmap=True): ---------- file_map : dict dict with keys ``image, header`` and values being fileholder - objects for the respective REC and PAR files. + objects for the respective BRIK and HEAD files mmap : {True, False, 'c', 'r'}, optional, keyword only `mmap` controls the use of numpy memory mapping for reading image array data. If False, do not try numpy ``memmap`` for data array. @@ -372,7 +465,7 @@ def from_filename(klass, filename, mmap=True): ---------- file_map : dict dict with keys ``image, header`` and values being fileholder - objects for the respective REC and PAR files. + objects for the respective BRIK and HEAD files mmap : {True, False, 'c', 'r'}, optional, keyword only `mmap` controls the use of numpy memory mapping for reading image array data. If False, do not try numpy ``memmap`` for data array. @@ -385,16 +478,16 @@ def from_filename(klass, filename, mmap=True): # only BRIK can be compressed, but `filespec_to_file_map` doesn't # handle that case; remove potential compression suffixes from HEAD head_fname = file_map['header'].filename - if not op.exists(head_fname): + if not os.path.exists(head_fname): for ext in klass._compressed_suffixes: head_fname = re.sub(ext, '', head_fname) file_map['header'].filename = head_fname # if HEAD is read in and BRIK is compressed, function won't detect the # compressed format; check for these cases - if not op.exists(file_map['image'].filename): + if not os.path.exists(file_map['image'].filename): for ext in klass._compressed_suffixes: im_ext = file_map['image'].filename + ext - if op.exists(im_ext): + if os.path.exists(im_ext): file_map['image'].filename = im_ext break return klass.from_file_map(file_map, From aee4f91bf3e19ed09cb185c230d93d0db633b0da Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Tue, 23 Jan 2018 21:10:58 -0500 Subject: [PATCH 06/16] TEST: Added tests/files for brikhead.py Created new tests for brikhead.py and added/modified datafiles to support them. Notably, added scaled+tlrc.BRIK/HEAD to test inclusion of data scaling factors and gzipped exampled4d+orig.BRIK to accommodate loading gzipped files. --- nibabel/brikhead.py | 38 ++----- nibabel/tests/data/example4d+orig.BRIK | Bin 202950 -> 0 bytes nibabel/tests/data/example4d+orig.BRIK.gz | Bin 0 -> 177051 bytes nibabel/tests/data/scaled+tlrc.BRIK | Bin 0 -> 218268 bytes nibabel/tests/data/scaled+tlrc.HEAD | 121 ++++++++++++++++++++++ nibabel/tests/test_brikhead.py | 53 ++++++++-- 6 files changed, 175 insertions(+), 37 deletions(-) delete mode 100644 nibabel/tests/data/example4d+orig.BRIK create mode 100644 nibabel/tests/data/example4d+orig.BRIK.gz create mode 100644 nibabel/tests/data/scaled+tlrc.BRIK create mode 100644 nibabel/tests/data/scaled+tlrc.HEAD diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index 04d72b1fd4..b46caae78e 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -51,15 +51,6 @@ 5: 'D', } -_orient_dict = { - 0: 'R', - 1: 'L', - 2: 'P', - 3: 'A', - 4: 'I', - 5: 'S' -} - space_codes = Recoder(( (0, 'unknown', ''), (1, 'scanner', 'ORIG'), @@ -222,15 +213,15 @@ def scaling(self): def __array__(self): raw_data = self.get_unscaled() - # apply volume specific scaling + # apply volume specific scaling (may change datatype!) if self._scaling is not None: - return raw_data * self._scaling.astype(self.dtype) + return raw_data * self._scaling return raw_data def __getitem__(self, slicer): raw_data = super(AFNIArrayProxy, self).__getitem__(slicer) - # apply volume specific scaling + # apply volume specific scaling (may change datatype!) if self._scaling is not None: scaling = self._scaling.copy() fake_data = strided_scalar(self._shape) @@ -312,20 +303,6 @@ def _calc_zooms(self): return xyz_step + t_step - def get_orient(self): - """Returns orientation of data - - Three letter string of {('L','R'), ('P','A'), ('I','S')} specifying - data orientation - - Returns - ------- - orient : str - """ - orient = [_orient_dict[f] for f in self.info['ORIENT_SPECIFIC']] - - return ''.join(orient) - def get_space(self): """Returns space of dataset @@ -334,7 +311,7 @@ def get_space(self): space : str """ listed_space = self.info.get('TEMPLATE_SPACE', 0) - space = space_codes.label[listed_space] + space = space_codes.space[listed_space] return space @@ -363,14 +340,15 @@ def get_data_scaling(self): Examples -------- - >>> header = AFNIHeader(parse_AFNI_header('example4d+orig.HEAD')) + >>> header = AFNIHeader(parse_AFNI_header('scaled+tlrc.HEAD')) >>> header.get_data_scaling() + array([ 3.88336300e-08]) """ floatfacs = self.info.get('BRICK_FLOAT_FACS', None) if floatfacs is None or not np.any(floatfacs): return None scale = np.ones(self.info['DATASET_RANK'][1]) - floatfacs = np.asarray(floatfacs) + floatfacs = np.atleast_1d(floatfacs) scale[floatfacs.nonzero()] = floatfacs[floatfacs.nonzero()] return scale @@ -419,7 +397,7 @@ class AFNIImage(SpatialImage): [ 0. , 0. , 3. , -52.3511], [ 0. , 0. , 0. , 1. ]]) >>> head = 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z+e37m7#-PvtRL3Y6MXhzpg(W0hb6J&P%HHXj=quCXFF*(aDI8vX1`$Dfzi(c9@q=> zOXKNupqF1LviP*Z#Dk30ssfu@NOnN$-T;2p?&xWcvLRdpPiv6nT3_T6ykbwF&YX)H zsx;2dz3@LYz&%|rY z-hh#Lf_Hki){7Qos|Y$%IPELaVn9ZMsDu5>-veEQ!wqRLiSV7D2WFTFO#Up;k;g0x z&+gY;;wyOKtI(CN1dj7m+ko!<8Ls^-CXRRm-QB8v!Il3_Ta#%>IXHlQHw1}`U+@il zm;@@43q1Qb@D{(=$|-n94PbUU_R&<}W2rO_9sdk%7r2FOP_Pi_&9kvnJfm}fSX=`S hb_&n*CvZu)n>EZlq?Kq5ymKq)86?~&aC|k${{iPr)7St2 literal 0 HcmV?d00001 diff --git a/nibabel/tests/data/scaled+tlrc.HEAD b/nibabel/tests/data/scaled+tlrc.HEAD new file mode 100644 index 0000000000..343f0e8ee3 --- /dev/null +++ b/nibabel/tests/data/scaled+tlrc.HEAD @@ -0,0 +1,121 @@ + +type = string-attribute +name = HISTORY_NOTE +count = 304 +'[rossmarkello@rossdm.local: Tue Jan 23 20:04:42 2018] {AFNI_18.0.09:macosx_10.7_Intel_64} 3dcalc -short -a 'mreg/subj-020_task-rest_bold.nii.gz[0]' -expr a -prefix scaled\n[rossmarkello@rossdm.local: Tue Jan 23 20:05:10 2018] {AFNI_18.0.09:macosx_10.7_Intel_64} 3dAutobox -prefix scaled+tlrc scaled+tlrc~ + +type = string-attribute +name = TYPESTRING +count = 15 +'3DIM_HEAD_ANAT~ + +type = string-attribute +name = IDCODE_STRING +count = 27 +'AFN_vLKn9e5VumKelWXNeq4SWA~ + +type = string-attribute +name = IDCODE_DATE +count = 25 +'Tue Jan 23 20:05:10 2018~ + +type = integer-attribute +name = SCENE_DATA +count = 8 + 2 2 0 -999 -999 + -999 -999 -999 + +type = string-attribute +name = LABEL_1 +count = 5 +'zyxt~ + +type = string-attribute +name = LABEL_2 +count = 5 +'zyxt~ + +type = string-attribute +name = DATASET_NAME +count = 5 +'zyxt~ + +type = integer-attribute +name = ORIENT_SPECIFIC +count = 3 + 1 2 4 + +type = float-attribute +name = ORIGIN +count = 3 + 66 87 -54 + +type = float-attribute +name = DELTA +count = 3 + -3 -3 3 + +type = float-attribute +name = IJK_TO_DICOM +count = 12 + -3 0 0 66 0 + -3 0 87 0 0 + 3 -54 + +type = float-attribute +name = IJK_TO_DICOM_REAL +count = 12 + -3 0 0 66 0 + -3 0 87 0 0 + 3 -54 + +type = float-attribute +name = BRICK_STATS +count = 2 + 1.941682e-07 0.001272461 + +type = integer-attribute +name = DATASET_RANK +count = 8 + 3 1 0 0 0 + 0 0 0 + +type = integer-attribute +name = DATASET_DIMENSIONS +count = 5 + 47 54 43 0 0 + +type = integer-attribute +name = BRICK_TYPES +count = 1 + 1 + +type = float-attribute +name = BRICK_FLOAT_FACS +count = 1 + 3.883363e-08 + +type = string-attribute +name = BRICK_LABS +count = 3 +'#0~ + +type = string-attribute +name = BRICK_KEYWORDS +count = 1 +'~ + +type = string-attribute +name = TEMPLATE_SPACE +count = 5 +'TLRC~ + +type = integer-attribute +name = INT_CMAP +count = 1 + 0 + +type = string-attribute +name = BYTEORDER_STRING +count = 10 +'LSB_FIRST~ diff --git a/nibabel/tests/test_brikhead.py b/nibabel/tests/test_brikhead.py index 3097a73953..82274c0ce5 100644 --- a/nibabel/tests/test_brikhead.py +++ b/nibabel/tests/test_brikhead.py @@ -15,7 +15,7 @@ from .. import load, Nifti1Image from .. import brikhead -from nose.tools import (assert_true, assert_equal) +from nose.tools import (assert_true, assert_equal, assert_raises) from numpy.testing import assert_array_equal from ..testing import data_path @@ -24,7 +24,8 @@ EXAMPLE_IMAGES = [ dict( - fname=pjoin(data_path, 'example4d+orig.BRIK'), + head=pjoin(data_path, 'example4d+orig.HEAD'), + brik=pjoin(data_path, 'example4d+orig.BRIK.gz'), shape=(33, 41, 25, 3), dtype=np.int16, affine=np.array([[-3.0,0,0,49.5], @@ -32,33 +33,71 @@ [0,0,3.0,-52.3511], [0,0,0,1.0]]), zooms=(3., 3., 3., 3.), - # These values from SPM2 data_summary=dict( min=0, max=13722, mean=4266.76024636), - is_proxy=True) + is_proxy=True, + space='ORIG', + labels=['#0', '#1', '#2'], + scaling=None), + dict( + head=pjoin(data_path, 'scaled+tlrc.HEAD'), + brik=pjoin(data_path, 'scaled+tlrc.BRIK'), + shape=(47, 54, 43), + dtype=np.int16, + affine=np.array([[3.0,0,0,-66.], + [0,3.0,0,-87.], + [0,0,3.0,-54.], + [0,0,0,1.0]]), + zooms=(3., 3., 3.), + data_summary=dict( + min=1.9416814999999998e-07, + max=0.0012724615542099998, + mean=0.00023919645351876782), + is_proxy=True, + space='TLRC', + labels=['#0'], + scaling=np.array([ 3.88336300e-08]), + ) ] +class TestAFNIHeader(object): + module = brikhead + test_files = EXAMPLE_IMAGES + + def test_makehead(self): + for tp in self.test_files: + head1 = self.module.AFNIHeader.from_fileobj(tp['head']) + head2 = self.module.AFNIHeader.from_header(head1) + assert_equal(head1, head2) + with assert_raises(self.module.AFNIError): + self.module.AFNIHeader.from_header(header=None) + with assert_raises(self.module.AFNIError): + self.module.AFNIHeader.from_header(tp['brik']) + + class TestAFNIImage(object): module = brikhead test_files = EXAMPLE_IMAGES def test_brikheadfile(self): for tp in self.test_files: - brik = self.module.load(tp['fname']) + brik = self.module.load(tp['brik']) assert_equal(brik.get_data_dtype().type, tp['dtype']) assert_equal(brik.shape, tp['shape']) assert_equal(brik.header.get_zooms(), tp['zooms']) assert_array_equal(brik.affine, tp['affine']) + assert_equal(brik.header.get_space(), tp['space']) data = brik.get_data() assert_equal(data.shape, tp['shape']) + assert_array_equal(brik.dataobj.scaling, tp['scaling']) def test_load(self): # Check highest level load of brikhead works for tp in self.test_files: - img = load(tp['fname']) + img = load(tp['brik']) data = img.get_data() assert_equal(data.shape, tp['shape']) # min, max, mean values @@ -71,7 +110,7 @@ def test_load(self): def test_array_proxy_slicing(self): # Test slicing of array proxy for tp in self.test_files: - img = load(tp['fname']) + img = load(tp['brik']) arr = img.get_data() prox = img.dataobj assert_true(prox.is_proxy) From dce22dc32f71ec76f3ff1f15ae673b855b49dba4 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Sun, 28 Jan 2018 16:59:58 -0500 Subject: [PATCH 07/16] TEST: Added broken HEAD files to tests/data Added a few "broken" .HEAD files to the testing suite for brikhead.py and implemented a few try-except blocks to catch the resultant errors. Maybe (?) resolved the issues with the AppVeyor OSError on Python 3 for numpy memmap in loading the .BRIK files. Fixed a doc-test in brikhead.py. --- nibabel/brikhead.py | 20 +++- nibabel/tests/data/bad_attribute+orig.HEAD | 133 +++++++++++++++++++++ nibabel/tests/data/bad_datatype+orig.HEAD | 133 +++++++++++++++++++++ nibabel/tests/test_brikhead.py | 22 +++- 4 files changed, 301 insertions(+), 7 deletions(-) create mode 100644 nibabel/tests/data/bad_attribute+orig.HEAD create mode 100644 nibabel/tests/data/bad_datatype+orig.HEAD diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index b46caae78e..66773e4e10 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -92,13 +92,23 @@ def _unpack_var(var): >>> print(name, attr) TEMPLATE_SPACE ORIG """ - # data type and key - atype = TYPE_RE.findall(var)[0] - aname = NAME_RE.findall(var)[0] + err_msg = ('.HEAD file appears to contain a misformed attribute. Please ' + 'check .HEAD file and try again.') + # get data type and key; if error, bad attribute/HEAD file + try: + atype = TYPE_RE.findall(var)[0] + aname = NAME_RE.findall(var)[0] + except IndexError: + raise AFNIError(err_msg) + # get actual attribute value; if error, improper casting due to bad + # attribute/HEAD file atype = _attr_dic.get(atype, str) attr = ' '.join(var.strip().split('\n')[3:]) if atype is not str: - attr = [atype(f) for f in attr.split()] + try: + attr = [atype(f) for f in attr.split()] + except ValueError: + raise AFNIError(err_msg) if len(attr) == 1: attr = attr[0] else: @@ -388,7 +398,7 @@ class AFNIImage(SpatialImage): Examples -------- - >>> brik = load('example4d+orig.BRIK') + >>> brik = load('example4d+orig.BRIK.gz') >>> brik.shape (33, 41, 25, 3) >>> brik.affine diff --git a/nibabel/tests/data/bad_attribute+orig.HEAD b/nibabel/tests/data/bad_attribute+orig.HEAD new file mode 100644 index 0000000000..95fbdeb309 --- /dev/null +++ b/nibabel/tests/data/bad_attribute+orig.HEAD @@ -0,0 +1,133 @@ + +type = string-attribute +name = DATASET_NAME +count = 5 +'none~ + +type = string-attribute +name = TYPESTRING +count = 15 +'3DIM_HEAD_ANAT~ + +type = string-attribute +name = IDCODE_STRING +count = 27 +'AFN_-zxZ0OyZs8eEtm9syGBNdA~ + +type = string-attribute +name = IDCODE_DATE +count = 25 +'Sun Oct 1 21:13:09 2017~ + +type = integer-attribute +name = SCENE_DATA +count = 8 + 0 2 0 -999 -999 + -999 -999 -999 + +type = string-attribute +name = LABEL_1 +count = 5 +'none~ + +type = string-attribute +name = LABEL_2 +count = 5 +'none~ + +type = integer-attribute +name = ORIENT_SPECIFIC +count = 3 + 0 3 4 + +type = float-attribute +name = ORIGIN +count = 3 + -49.5 -82.312 -52.3511 + +type = float-attribute +name = DELTA +count = 3 + 3 3 3 + +type = float-attribute +name = IJK_TO_DICOM +count = 12 + 3 0 0 -49.5 0 + 3 0 -82.312 0 0 + 3 -52.3511 + +type = float-attribute +name = IJK_TO_DICOM_REAL +count = 12 + 3 0 0 -49.5 0 + 3 0 -82.312 0 0 + 3 -52.3511 + +type = float-attribute +name = BRICK_STATS +count = 6 + 0 13722 0 10051 0 + 9968 + +type = integer-attribute +name = TAXIS_NUMS +count = 8 + 3 25 77002 -999 -999 + -999 -999 -999 + +type = float-attribute +name = TAXIS_FLOATS +count = 8 + 0 3 0 -52.3511 3 + -999999 -999999 -999999 + +type = float-attribute +name = TAXIS_OFFSETS +count = 25 + 0.3260869 1.826087 0.3913043 1.891304 0.4565217 + 1.956521 0.5217391 2.021739 0.5869564 2.086956 + 0.6521738 2.152174 0.7173912 2.217391 0.7826086 + 2.282609 0.8478259 2.347826 0.9130433 2.413044 + 0.9782607 2.478261 1.043478 2.543479 1.108696 + +type = integer-attribute +name = DATASET_RANK +count = 8 + 3 3 0 0 0 + 0 0 0 + +type = integer-attribute +name = DATASET_DIMENSIONS +count = 5 + 33 41 25 0 0 + +type = integer-attribute +name = BRICK_TYPES +count = 3 + 1 1 1 + +type = float-attribute +name = BRICK_FLOAT_FACS +count = 3 + 0 0 0 + +type = string-attribute +name = TEMPLATE_SPACE +count = 5 +'ORIG~ + +type = integer-attribute +name = INT_CMAP +count = 1 + 0 + +type = integer-attribute +name = BYTEORDER_STRING +count = 10 +'LSB_FIRST~ + +type = string-attribute +name = BRICK_LABS +count = 9 +'#0~#1~#2~ diff --git a/nibabel/tests/data/bad_datatype+orig.HEAD b/nibabel/tests/data/bad_datatype+orig.HEAD new file mode 100644 index 0000000000..27b3a56abb --- /dev/null +++ b/nibabel/tests/data/bad_datatype+orig.HEAD @@ -0,0 +1,133 @@ + +type = string-attribute +name = DATASET_NAME +count = 5 +'none~ + +type = string-attribute +name = TYPESTRING +count = 15 +'3DIM_HEAD_ANAT~ + +type = string-attribute +name = IDCODE_STRING +count = 27 +'AFN_-zxZ0OyZs8eEtm9syGBNdA~ + +type = string-attribute +name = IDCODE_DATE +count = 25 +'Sun Oct 1 21:13:09 2017~ + +type = integer-attribute +name = SCENE_DATA +count = 8 + 0 2 0 -999 -999 + -999 -999 -999 + +type = string-attribute +name = LABEL_1 +count = 5 +'none~ + +type = string-attribute +name = LABEL_2 +count = 5 +'none~ + +type = integer-attribute +name = ORIENT_SPECIFIC +count = 3 + 0 3 4 + +type = float-attribute +name = ORIGIN +count = 3 + -49.5 -82.312 -52.3511 + +type = float-attribute +name = DELTA +count = 3 + 3 3 3 + +type = float-attribute +name = IJK_TO_DICOM +count = 12 + 3 0 0 -49.5 0 + 3 0 -82.312 0 0 + 3 -52.3511 + +type = float-attribute +name = IJK_TO_DICOM_REAL +count = 12 + 3 0 0 -49.5 0 + 3 0 -82.312 0 0 + 3 -52.3511 + +type = float-attribute +name = BRICK_STATS +count = 6 + 0 13722 0 10051 0 + 9968 + +type = integer-attribute +name = TAXIS_NUMS +count = 8 + 3 25 77002 -999 -999 + -999 -999 -999 + +type = float-attribute +name = TAXIS_FLOATS +count = 8 + 0 3 0 -52.3511 3 + -999999 -999999 -999999 + +type = float-attribute +name = TAXIS_OFFSETS +count = 25 + 0.3260869 1.826087 0.3913043 1.891304 0.4565217 + 1.956521 0.5217391 2.021739 0.5869564 2.086956 + 0.6521738 2.152174 0.7173912 2.217391 0.7826086 + 2.282609 0.8478259 2.347826 0.9130433 2.413044 + 0.9782607 2.478261 1.043478 2.543479 1.108696 + +type = integer-attribute +name = DATASET_RANK +count = 8 + 3 3 0 0 0 + 0 0 0 + +type = integer-attribute +name = DATASET_DIMENSIONS +count = 5 + 33 41 25 0 0 + +type = integer-attribute +name = BRICK_TYPES +count = 3 + 1 3 5 + +type = float-attribute +name = BRICK_FLOAT_FACS +count = 3 + 0 0 0 + +type = string-attribute +name = TEMPLATE_SPACE +count = 5 +'ORIG~ + +type = integer-attribute +name = INT_CMAP +count = 1 + 0 + +type = string-attribute +name = BYTEORDER_STRING +count = 10 +'LSB_FIRST~ + +type = string-attribute +name = BRICK_LABS +count = 9 +'#0~#1~#2~ diff --git a/nibabel/tests/test_brikhead.py b/nibabel/tests/test_brikhead.py index 82274c0ce5..7397b2aefa 100644 --- a/nibabel/tests/test_brikhead.py +++ b/nibabel/tests/test_brikhead.py @@ -62,6 +62,14 @@ ) ] +EXAMPLE_BAD_IMAGES = [ + dict( + head=pjoin(data_path, 'bad_datatype+orig.HEAD') + ), + dict( + head=pjoin(data_path, 'bad_attribute+orig.HEAD') + ) +] class TestAFNIHeader(object): module = brikhead @@ -97,7 +105,7 @@ def test_brikheadfile(self): def test_load(self): # Check highest level load of brikhead works for tp in self.test_files: - img = load(tp['brik']) + img = self.module.load(tp['brik']) data = img.get_data() assert_equal(data.shape, tp['shape']) # min, max, mean values @@ -110,9 +118,19 @@ def test_load(self): def test_array_proxy_slicing(self): # Test slicing of array proxy for tp in self.test_files: - img = load(tp['brik']) + img = self.module.load(tp['brik']) arr = img.get_data() prox = img.dataobj assert_true(prox.is_proxy) for sliceobj in slicer_samples(img.shape): assert_array_equal(arr[sliceobj], prox[sliceobj]) + + +class TestBadFiles(object): + module = brikhead + test_files = EXAMPLE_BAD_IMAGES + + def test_brikheadfile(self): + for tp in self.test_files: + with assert_raises(self.module.AFNIError): + self.module.load(tp['head']) From df126dc15fa71b84bf4c8107b529065489678869 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Tue, 30 Jan 2018 21:21:11 -0500 Subject: [PATCH 08/16] TEST: Modified `from_file_map()` in brikhead.py `brikhead.AFNIImage.from_file_map()` was needlessly opening the 'image' file before passing it to ImageArrayProxy, potentially causing issues seen on AppVeyor with mmaps. This commit modifies the call to be more in line with how this is handled in analyze.py. --- nibabel/brikhead.py | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index 66773e4e10..eaca79804b 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -207,9 +207,10 @@ def __init__(self, file_like, header, mmap=True, keep_file_open=None): ``'auto'``, and the optional ``indexed_gzip`` dependency is present, a single file handle is created and persisted. If ``indexed_gzip`` is not available, behaviour is the same as if - ``keep_file_open is False``. If ``file_like`` is an open file - handle, this setting has no effect. The default value (``None``) - will result in the value of ``KEEP_FILE_OPEN_DEFAULT`` being used. + ``keep_file_open is False``. If ``file_like`` refers to an open + file handle, this setting has no effect. The default value + (``None``) will result in the value of + ``nibabel.arrayproxy.KEEP_FILE_OPEN_DEFAULT` being used. """ super(AFNIArrayProxy, self).__init__(file_like, header, @@ -437,11 +438,11 @@ def from_file_map(klass, file_map, mmap=True): read array from file. """ with file_map['header'].get_prepare_fileobj('rt') as hdr_fobj: - hdr = klass.header_class.from_fileobj( - hdr_fobj) - brik_fobj = file_map['image'].get_prepare_fileobj() - data = klass.ImageArrayProxy(brik_fobj, hdr, - mmap=mmap) + hdr = klass.header_class.from_fileobj(hdr_fobj) + imgf = file_map['image'].fileobj + if imgf is None: + imgf = file_map['image'].filename + data = klass.ImageArrayProxy(imgf, hdr.copy(), mmap=mmap) return klass(data, hdr.get_affine(), header=hdr, extra=None, file_map=file_map) From 8107fd44603c5bd253fe89b0f7e842a51895a3d9 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Sun, 25 Feb 2018 17:10:20 -0500 Subject: [PATCH 09/16] RF: Responded to brikhead.py reviews Edited brikhead.py in response to @matthew-brett reviews in #561. Cleaned up doc-strings, added/clarified error mesages to be more specific, and modified how AFNI files are read in to ensure that they accurately represent underlying data (i.e., are always 4D). Added `filespec_to_file_map` class method for `AFNIImage` to separate logic of reading in files with compression; likely need to edit `filename_parser.types_filenames` instead. --- nibabel/brikhead.py | 196 ++++++++++++++++++---------- nibabel/tests/data/scaled+tlrc.HEAD | 5 - nibabel/tests/test_brikhead.py | 18 +-- 3 files changed, 139 insertions(+), 80 deletions(-) diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index eaca79804b..b25839163f 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -6,18 +6,11 @@ # copyright and license terms. # ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ## -""" Class for reading AFNI BRIK/HEAD datasets +""" +Class for reading AFNI BRIK/HEAD datasets See https://afni.nimh.nih.gov/pub/dist/doc/program_help/README.attributes.html for more information on required information to have a valid BRIK/HEAD dataset. - -Examples --------- - .. testsetup:: - # change directory to provide relative paths for doctests - >>> filepath = os.path.dirname(os.path.realpath( __file__ )) - >>> datadir = os.path.realpath(os.path.join(filepath, 'tests/data')) - >>> os.chdir(datadir) """ from __future__ import print_function, division @@ -30,9 +23,18 @@ from .arrayproxy import ArrayProxy from .fileslice import strided_scalar from .keywordonly import kw_only_meth -from .spatialimages import SpatialImage, SpatialHeader +from .spatialimages import ( + SpatialImage, + SpatialHeader, + HeaderDataError, + ImageDataError +) from .volumeutils import Recoder +# used for doc-tests +filepath = os.path.dirname(os.path.realpath(__file__)) +datadir = os.path.realpath(os.path.join(filepath, 'tests/data')) + _attr_dic = { 'string': str, 'integer': int, @@ -58,8 +60,14 @@ (4, 'mni', 'MNI')), fields=('code', 'label', 'space')) -class AFNIError(Exception): - """Error when reading AFNI files""" +class AFNIImageError(ImageDataError): + """Error when reading AFNI BRIK files""" + pass + + +class AFNIHeaderError(HeaderDataError): + """Error when reading AFNI HEAD file""" + pass DATA_OFFSET = 0 @@ -78,8 +86,10 @@ def _unpack_var(var): Returns ------- - (key, value) - Parsed entry from HEAD file + name : str + Name of attribute + value : object + Value of attribute Examples -------- @@ -92,29 +102,34 @@ def _unpack_var(var): >>> print(name, attr) TEMPLATE_SPACE ORIG """ - err_msg = ('.HEAD file appears to contain a misformed attribute. Please ' - 'check .HEAD file and try again.') - # get data type and key; if error, bad attribute/HEAD file - try: - atype = TYPE_RE.findall(var)[0] - aname = NAME_RE.findall(var)[0] - except IndexError: - raise AFNIError(err_msg) - # get actual attribute value; if error, improper casting due to bad - # attribute/HEAD file - atype = _attr_dic.get(atype, str) + + err_msg = ('Please check HEAD file to ensure it is AFNI compliant. ' + 'Offending attribute:\n%s' % var) + + atype, aname = TYPE_RE.findall(var), NAME_RE.findall(var) + if len(atype) != 1: + raise AFNIHeaderError('Invalid attribute type entry in HEAD file. ' + '%s' % err_msg) + if len(aname) != 1: + raise AFNIHeaderError('Invalid attribute name entry in HEAD file. ' + '%s' % err_msg) + atype = _attr_dic.get(atype[0], str) attr = ' '.join(var.strip().split('\n')[3:]) if atype is not str: try: attr = [atype(f) for f in attr.split()] except ValueError: - raise AFNIError(err_msg) + raise AFNIHeaderError('Failed to read variable from HEAD file due ' + 'to improper type casting. %s' % err_msg) if len(attr) == 1: attr = attr[0] else: - attr = attr.strip('\'~') + # AFNI string attributes will always start with open single quote and + # end with a tilde (NUL). These attributes CANNOT contain tildes (so + # stripping is safe), but can contain single quotes (so we replace) + attr = attr.replace('\'', '', 1).rstrip('~') - return aname, attr + return aname[0], attr def _get_datatype(info): @@ -124,24 +139,23 @@ def _get_datatype(info): Parameters ---------- info : dict - As obtained by `parse_AFNI_header()` + As obtained by :func:`parse_AFNI_header` Returns ------- - np.dtype + dt : np.dtype Datatype of BRIK file associated with HEAD """ bo = info['BYTEORDER_STRING'] bt = info['BRICK_TYPES'] if isinstance(bt, list): if np.unique(bt).size > 1: - raise AFNIError('Can\'t load dataset with multiple data types.') - else: - bt = bt[0] + raise AFNIImageError('Can\'t load file with multiple data types.') + bt = bt[0] bo = _endian_dict.get(bo, '=') bt = _dtype_dict.get(bt, None) if bt is None: - raise AFNIError('Can\'t deduce image data type.') + raise AFNIImageError('Can\'t deduce image data type.') return np.dtype(bo + bt) @@ -152,8 +166,9 @@ def parse_AFNI_header(fobj): Parameters ---------- - fobj : file-object - AFNI HEAD file object + fobj : file-like object + AFNI HEAD file object or filename. If file object, should + implement at least ``read`` Returns ------- @@ -162,15 +177,18 @@ def parse_AFNI_header(fobj): Examples -------- - >>> info = parse_AFNI_header('example4d+orig.HEAD') + >>> fname = os.path.join(datadir, 'example4d+orig.HEAD') + >>> info = parse_AFNI_header(fname) >>> print(info['BYTEORDER_STRING']) LSB_FIRST >>> print(info['BRICK_TYPES']) [1, 1, 1] """ + from six import string_types + # edge case for being fed a filename instead of a file object - if isinstance(fobj, str): - with open(fobj, 'r') as src: + if isinstance(fobj, string_types): + with open(fobj, 'rt') as src: return parse_AFNI_header(src) # unpack variables in HEAD file head = fobj.read().split('\n\n') @@ -244,16 +262,20 @@ def __getitem__(self, slicer): class AFNIHeader(SpatialHeader): """Class for AFNI header""" + def __init__(self, info): """ + Initialize AFNI header object + Parameters ---------- info : dict - Information from HEAD file as obtained by `parse_AFNI_header()` + Information from HEAD file as obtained by :func:`parse_AFNI_header` Examples -------- - >>> header = AFNIHeader(parse_AFNI_header('example4d+orig.HEAD')) + >>> fname = os.path.join(datadir, 'example4d+orig.HEAD') + >>> header = AFNIHeader(parse_AFNI_header(fname)) >>> header.get_data_dtype() dtype('int16') >>> header.get_zooms() @@ -270,10 +292,10 @@ def __init__(self, info): @classmethod def from_header(klass, header=None): if header is None: - raise AFNIError('Cannot create AFNIHeader from nothing.') + raise AFNIHeaderError('Cannot create AFNIHeader from nothing.') if type(header) == klass: return header.copy() - raise AFNIError('Cannot create AFNIHeader from non-AFNIHeader.') + raise AFNIHeaderError('Cannot create AFNIHeader from non-AFNIHeader.') @classmethod def from_fileobj(klass, fileobj): @@ -284,7 +306,8 @@ def copy(self): return AFNIHeader(deepcopy(self.info)) def _calc_data_shape(self): - """Calculate the output shape of the image data + """ + Calculate the output shape of the image data Returns length 3 tuple for 3D image, length 4 tuple for 4D. @@ -296,30 +319,34 @@ def _calc_data_shape(self): shape = tuple(self.info['DATASET_DIMENSIONS'][:dset_rank[0]]) n_vols = dset_rank[1] - return shape + (n_vols,) if n_vols > 1 else shape + return shape + (n_vols,) def _calc_zooms(self): - """ Get image zooms from header data + """ + Get image zooms from header data - Spatial axes are first three indices + Spatial axes are first three indices, time axis is last index. If + dataset is not a time series the last index will be zero. Returns ------- zooms : tuple """ xyz_step = tuple(np.abs(self.info['DELTA'])) - t_step = self.info.get('TAXIS_FLOATS', ()) + t_step = self.info.get('TAXIS_FLOATS', (0, 0,)) if len(t_step) > 0: t_step = (t_step[1],) return xyz_step + t_step def get_space(self): - """Returns space of dataset + """ + Returns space of dataset Returns ------- space : str + AFNI "space" designation; one of [ORIG, ANAT, TLRC, MNI] """ listed_space = self.info.get('TEMPLATE_SPACE', 0) space = space_codes.space[listed_space] @@ -327,11 +354,13 @@ def get_space(self): return space def get_affine(self): - """ Returns affine of dataset + """ + Returns affine of dataset Examples -------- - >>> header = AFNIHeader(parse_AFNI_header('example4d+orig.HEAD')) + >>> fname = os.path.join(datadir, 'example4d+orig.HEAD') + >>> header = AFNIHeader(parse_AFNI_header(fname)) >>> header.get_affine() array([[ -3. , -0. , -0. , 49.5 ], [ -0. , -3. , -0. , 82.312 ], @@ -347,11 +376,13 @@ def get_affine(self): return affine def get_data_scaling(self): - """ AFNI applies volume-specific data scaling + """ + AFNI applies volume-specific data scaling Examples -------- - >>> header = AFNIHeader(parse_AFNI_header('scaled+tlrc.HEAD')) + >>> fname = os.path.join(datadir, 'scaled+tlrc.HEAD') + >>> header = AFNIHeader(parse_AFNI_header(fname)) >>> header.get_data_scaling() array([ 3.88336300e-08]) """ @@ -373,15 +404,17 @@ def get_data_offset(self): return DATA_OFFSET def get_volume_labels(self): - """Returns volume labels + """ + Returns volume labels Returns ------- labels : list of str + Labels for volumes along fourth dimension Examples -------- - >>> header = AFNIHeader(parse_AFNI_header('example4d+orig.HEAD')) + >>> header = AFNIHeader(parse_AFNI_header(os.path.join(datadir, 'example4d+orig.HEAD'))) >>> header.get_volume_labels() ['#0', '#1', '#2'] """ @@ -393,13 +426,14 @@ def get_volume_labels(self): class AFNIImage(SpatialImage): - """AFNI Image file + """ + AFNI Image file Can be loaded from either the BRIK or HEAD file (but MUST specify one!) Examples -------- - >>> brik = load('example4d+orig.BRIK.gz') + >>> brik = load(os.path.join(datadir, 'example4d+orig.BRIK.gz')) >>> brik.shape (33, 41, 25, 3) >>> brik.affine @@ -407,13 +441,13 @@ class AFNIImage(SpatialImage): [ -0. , -3. , -0. , 82.312 ], [ 0. , 0. , 3. , -52.3511], [ 0. , 0. , 0. , 1. ]]) - >>> head = load('example4d+orig.HEAD') + >>> head = load(os.path.join(datadir, 'example4d+orig.HEAD')) >>> np.array_equal(head.get_data(), brik.get_data()) True """ header_class = AFNIHeader - valid_exts = ('.brik', '.head') + valid_exts = ('.BRIK', '.HEAD') # HEAD, at least, needs to be upper files_types = (('image', '.brik'), ('header', '.head')) _compressed_suffixes = ('.gz', '.bz2') makeable = False @@ -424,6 +458,8 @@ class AFNIImage(SpatialImage): @kw_only_meth(1) def from_file_map(klass, file_map, mmap=True): """ + Creates an AFNIImage instance from `file_map` + Parameters ---------- file_map : dict @@ -450,11 +486,12 @@ def from_file_map(klass, file_map, mmap=True): @kw_only_meth(1) def from_filename(klass, filename, mmap=True): """ + Creates an AFNIImage instance from `filename` + Parameters ---------- - file_map : dict - dict with keys ``image, header`` and values being fileholder - objects for the respective BRIK and HEAD files + filename : str + Path to BRIK or HEAD file to be loaded mmap : {True, False, 'c', 'r'}, optional, keyword only `mmap` controls the use of numpy memory mapping for reading image array data. If False, do not try numpy ``memmap`` for data array. @@ -464,12 +501,38 @@ def from_filename(klass, filename, mmap=True): read array from file. """ file_map = klass.filespec_to_file_map(filename) - # only BRIK can be compressed, but `filespec_to_file_map` doesn't - # handle that case; remove potential compression suffixes from HEAD + return klass.from_file_map(file_map, mmap=mmap) + + @classmethod + def filespec_to_file_map(klass, filespec): + """ + Make `file_map` from filename `filespec` + + Deals with idiosyncracies of AFNI BRIK / HEAD formats + + Parameters + ---------- + filespec : str + Filename that might be for this image file type. + + Returns + ------- + file_map : dict + dict with keys ``image`` and ``header`` where values are fileholder + objects for the respective BRIK and HEAD files + + Raises + ------ + ImageFileError + If `filespec` is not recognizable as being a filename for this + image type. + """ + file_map = super(AFNIImage, klass).filespec_to_file_map(filespec) + # only BRIK can be compressed; remove potential compression suffixes from HEAD head_fname = file_map['header'].filename if not os.path.exists(head_fname): for ext in klass._compressed_suffixes: - head_fname = re.sub(ext, '', head_fname) + head_fname = head_fname[:-len(ext)] if head_fname.endswith(ext) else head_fname file_map['header'].filename = head_fname # if HEAD is read in and BRIK is compressed, function won't detect the # compressed format; check for these cases @@ -479,8 +542,7 @@ def from_filename(klass, filename, mmap=True): if os.path.exists(im_ext): file_map['image'].filename = im_ext break - return klass.from_file_map(file_map, - mmap=mmap) + return file_map load = from_filename diff --git a/nibabel/tests/data/scaled+tlrc.HEAD b/nibabel/tests/data/scaled+tlrc.HEAD index 343f0e8ee3..a13b054e2d 100644 --- a/nibabel/tests/data/scaled+tlrc.HEAD +++ b/nibabel/tests/data/scaled+tlrc.HEAD @@ -1,9 +1,4 @@ -type = string-attribute -name = HISTORY_NOTE -count = 304 -'[rossmarkello@rossdm.local: Tue Jan 23 20:04:42 2018] {AFNI_18.0.09:macosx_10.7_Intel_64} 3dcalc -short -a 'mreg/subj-020_task-rest_bold.nii.gz[0]' -expr a -prefix scaled\n[rossmarkello@rossdm.local: Tue Jan 23 20:05:10 2018] {AFNI_18.0.09:macosx_10.7_Intel_64} 3dAutobox -prefix scaled+tlrc scaled+tlrc~ - type = string-attribute name = TYPESTRING count = 15 diff --git a/nibabel/tests/test_brikhead.py b/nibabel/tests/test_brikhead.py index 7397b2aefa..efcd9683fa 100644 --- a/nibabel/tests/test_brikhead.py +++ b/nibabel/tests/test_brikhead.py @@ -44,13 +44,13 @@ dict( head=pjoin(data_path, 'scaled+tlrc.HEAD'), brik=pjoin(data_path, 'scaled+tlrc.BRIK'), - shape=(47, 54, 43), + shape=(47, 54, 43, 1.), dtype=np.int16, affine=np.array([[3.0,0,0,-66.], [0,3.0,0,-87.], [0,0,3.0,-54.], [0,0,0,1.0]]), - zooms=(3., 3., 3.), + zooms=(3., 3., 3., 0.), data_summary=dict( min=1.9416814999999998e-07, max=0.0012724615542099998, @@ -64,10 +64,12 @@ EXAMPLE_BAD_IMAGES = [ dict( - head=pjoin(data_path, 'bad_datatype+orig.HEAD') + head=pjoin(data_path, 'bad_datatype+orig.HEAD'), + err=brikhead.AFNIImageError ), dict( - head=pjoin(data_path, 'bad_attribute+orig.HEAD') + head=pjoin(data_path, 'bad_attribute+orig.HEAD'), + err=brikhead.AFNIHeaderError ) ] @@ -80,9 +82,9 @@ def test_makehead(self): head1 = self.module.AFNIHeader.from_fileobj(tp['head']) head2 = self.module.AFNIHeader.from_header(head1) assert_equal(head1, head2) - with assert_raises(self.module.AFNIError): + with assert_raises(self.module.AFNIHeaderError): self.module.AFNIHeader.from_header(header=None) - with assert_raises(self.module.AFNIError): + with assert_raises(self.module.AFNIHeaderError): self.module.AFNIHeader.from_header(tp['brik']) @@ -105,7 +107,7 @@ def test_brikheadfile(self): def test_load(self): # Check highest level load of brikhead works for tp in self.test_files: - img = self.module.load(tp['brik']) + img = self.module.load(tp['head']) data = img.get_data() assert_equal(data.shape, tp['shape']) # min, max, mean values @@ -132,5 +134,5 @@ class TestBadFiles(object): def test_brikheadfile(self): for tp in self.test_files: - with assert_raises(self.module.AFNIError): + with assert_raises(tp['err']): self.module.load(tp['head']) From 6bd34fea053955234671d0d27484351cbd3645a3 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Fri, 2 Mar 2018 22:18:42 -0500 Subject: [PATCH 10/16] TEST: Added brikhead to test_image_api.py Created minimal test_image_api test for brikhead, modeled on PARREC image tests. --- nibabel/brikhead.py | 2 +- nibabel/tests/test_brikhead.py | 10 +++++----- nibabel/tests/test_image_api.py | 10 ++++++++-- 3 files changed, 14 insertions(+), 8 deletions(-) diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index b25839163f..291af565b3 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -447,7 +447,7 @@ class AFNIImage(SpatialImage): """ header_class = AFNIHeader - valid_exts = ('.BRIK', '.HEAD') # HEAD, at least, needs to be upper + valid_exts = ('.brik', '.head') files_types = (('image', '.brik'), ('header', '.head')) _compressed_suffixes = ('.gz', '.bz2') makeable = False diff --git a/nibabel/tests/test_brikhead.py b/nibabel/tests/test_brikhead.py index efcd9683fa..894e3a503e 100644 --- a/nibabel/tests/test_brikhead.py +++ b/nibabel/tests/test_brikhead.py @@ -25,7 +25,7 @@ EXAMPLE_IMAGES = [ dict( head=pjoin(data_path, 'example4d+orig.HEAD'), - brik=pjoin(data_path, 'example4d+orig.BRIK.gz'), + fname=pjoin(data_path, 'example4d+orig.BRIK.gz'), shape=(33, 41, 25, 3), dtype=np.int16, affine=np.array([[-3.0,0,0,49.5], @@ -43,7 +43,7 @@ scaling=None), dict( head=pjoin(data_path, 'scaled+tlrc.HEAD'), - brik=pjoin(data_path, 'scaled+tlrc.BRIK'), + fname=pjoin(data_path, 'scaled+tlrc.BRIK'), shape=(47, 54, 43, 1.), dtype=np.int16, affine=np.array([[3.0,0,0,-66.], @@ -85,7 +85,7 @@ def test_makehead(self): with assert_raises(self.module.AFNIHeaderError): self.module.AFNIHeader.from_header(header=None) with assert_raises(self.module.AFNIHeaderError): - self.module.AFNIHeader.from_header(tp['brik']) + self.module.AFNIHeader.from_header(tp['fname']) class TestAFNIImage(object): @@ -94,7 +94,7 @@ class TestAFNIImage(object): def test_brikheadfile(self): for tp in self.test_files: - brik = self.module.load(tp['brik']) + brik = self.module.load(tp['fname']) assert_equal(brik.get_data_dtype().type, tp['dtype']) assert_equal(brik.shape, tp['shape']) assert_equal(brik.header.get_zooms(), tp['zooms']) @@ -120,7 +120,7 @@ def test_load(self): def test_array_proxy_slicing(self): # Test slicing of array proxy for tp in self.test_files: - img = self.module.load(tp['brik']) + img = self.module.load(tp['fname']) arr = img.get_data() prox = img.dataobj assert_true(prox.is_proxy) diff --git a/nibabel/tests/test_image_api.py b/nibabel/tests/test_image_api.py index 8ee7c22cc7..01b9ff4fdb 100644 --- a/nibabel/tests/test_image_api.py +++ b/nibabel/tests/test_image_api.py @@ -39,7 +39,7 @@ Nifti1Pair, Nifti1Image, Nifti2Pair, Nifti2Image, MGHImage, Minc1Image, Minc2Image, is_proxy) from ..spatialimages import SpatialImage -from .. import minc1, minc2, parrec +from .. import minc1, minc2, parrec, brikhead from nose import SkipTest from nose.tools import (assert_true, assert_false, assert_raises, assert_equal) @@ -54,7 +54,7 @@ from .test_minc1 import EXAMPLE_IMAGES as MINC1_EXAMPLE_IMAGES from .test_minc2 import EXAMPLE_IMAGES as MINC2_EXAMPLE_IMAGES from .test_parrec import EXAMPLE_IMAGES as PARREC_EXAMPLE_IMAGES - +from .test_brikhead import EXAMPLE_IMAGES as AFNI_EXAMPLE_IMAGES class GenericImageAPI(ValidateAPI): """ General image validation API """ @@ -596,3 +596,9 @@ class TestMGHAPI(ImageHeaderAPI): has_scaling = True can_save = True standard_extension = '.mgh' + + +class TestAFNIAPI(LoadImageAPI): + loader = brikhead.load + klass = image_maker = brikhead.AFNIImage + example_images = AFNI_EXAMPLE_IMAGES From a674003a1b595f4a294ce9e67b360b59cef3f268 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Mon, 5 Mar 2018 20:55:26 -0500 Subject: [PATCH 11/16] RF: Added brikhead.filespec_to_file_map Edited filespec_to_file_map in AFNIImage to handle BRIK/HEAD compression business more smoothly. --- nibabel/brikhead.py | 38 +++++++++++++++++++++++--------------- 1 file changed, 23 insertions(+), 15 deletions(-) diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index 291af565b3..41d49bf909 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -21,6 +21,8 @@ import numpy as np from .arrayproxy import ArrayProxy +from .fileholders import FileHolder +from .filename_parser import (types_filenames, TypesFilenamesError) from .fileslice import strided_scalar from .keywordonly import kw_only_meth from .spatialimages import ( @@ -527,21 +529,27 @@ def filespec_to_file_map(klass, filespec): If `filespec` is not recognizable as being a filename for this image type. """ - file_map = super(AFNIImage, klass).filespec_to_file_map(filespec) - # only BRIK can be compressed; remove potential compression suffixes from HEAD - head_fname = file_map['header'].filename - if not os.path.exists(head_fname): - for ext in klass._compressed_suffixes: - head_fname = head_fname[:-len(ext)] if head_fname.endswith(ext) else head_fname - file_map['header'].filename = head_fname - # if HEAD is read in and BRIK is compressed, function won't detect the - # compressed format; check for these cases - if not os.path.exists(file_map['image'].filename): - for ext in klass._compressed_suffixes: - im_ext = file_map['image'].filename + ext - if os.path.exists(im_ext): - file_map['image'].filename = im_ext - break + # copied from filebasedimages.py + try: + filenames = types_filenames( + filespec, klass.files_types, + trailing_suffixes=klass._compressed_suffixes) + except TypesFilenamesError: + raise ImageFileError( + 'Filespec "{0}" does not look right for class {1}'.format( + filespec, klass)) + file_map = {} + # check for AFNI-specific BRIK/HEAD compression idiosyncracies + for key, fname in filenames.items(): + if key == 'header' and not os.path.exists(fname): + for ext in klass._compressed_suffixes: + fname = fname[:-len(ext)] if fname.endswith(ext) else fname + elif key == 'image' and not os.path.exists(fname): + for ext in klass._compressed_suffixes: + if os.path.exists(fname + ext): + fname += ext + break + file_map[key] = FileHolder(filename=fname) return file_map load = from_filename From 477c2ec2d8888af6f1834b814c6f31e8b881b5c4 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Fri, 9 Mar 2018 22:33:36 -0500 Subject: [PATCH 12/16] RF: Minor brikhead.py refactoring Mostly edited ``AFNIImage.filespec_to_file_map``, but also made minor changes in response to review comments. Added doc-strings describing relevant AFNI-specific features. --- nibabel/brikhead.py | 88 ++++++++++++++++++++++----------------------- 1 file changed, 44 insertions(+), 44 deletions(-) diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index 41d49bf909..5f1a916fa3 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -10,7 +10,18 @@ Class for reading AFNI BRIK/HEAD datasets See https://afni.nimh.nih.gov/pub/dist/doc/program_help/README.attributes.html -for more information on required information to have a valid BRIK/HEAD dataset. +for information on what is required to have a valid BRIK/HEAD dataset. + +Some notes on the AFNI BRIK/HEAD format: + +* In the AFNI HEAD file, the first two values of the attribute DATASET_RANK +determine the shape of the data array stored in the corresponding BRIK file. +The first value, DATASET_RANK[0], must be set to 3 denoting a 3D image. The +second value, DATASET_RANK[1], determines how many "sub-bricks" (in AFNI +parlance) / volumes there are along the fourth (traditionally, but not +exclusively) time axis. Thus, DATASET_RANK[1] will (at least as far as I (RM) +am aware) always be >= 1. This permits sub-brick indexing common in AFNI +programs (e.g., example4d+orig'[0]'). """ from __future__ import print_function, division @@ -19,10 +30,9 @@ import re import numpy as np +from six import string_types from .arrayproxy import ArrayProxy -from .fileholders import FileHolder -from .filename_parser import (types_filenames, TypesFilenamesError) from .fileslice import strided_scalar from .keywordonly import kw_only_meth from .spatialimages import ( @@ -64,12 +74,10 @@ class AFNIImageError(ImageDataError): """Error when reading AFNI BRIK files""" - pass class AFNIHeaderError(HeaderDataError): """Error when reading AFNI HEAD file""" - pass DATA_OFFSET = 0 @@ -107,7 +115,6 @@ def _unpack_var(var): err_msg = ('Please check HEAD file to ensure it is AFNI compliant. ' 'Offending attribute:\n%s' % var) - atype, aname = TYPE_RE.findall(var), NAME_RE.findall(var) if len(atype) != 1: raise AFNIHeaderError('Invalid attribute type entry in HEAD file. ' @@ -116,22 +123,20 @@ def _unpack_var(var): raise AFNIHeaderError('Invalid attribute name entry in HEAD file. ' '%s' % err_msg) atype = _attr_dic.get(atype[0], str) - attr = ' '.join(var.strip().split('\n')[3:]) + attr = ' '.join(var.strip().splitlines()[3:]) if atype is not str: try: attr = [atype(f) for f in attr.split()] except ValueError: raise AFNIHeaderError('Failed to read variable from HEAD file due ' 'to improper type casting. %s' % err_msg) - if len(attr) == 1: - attr = attr[0] else: # AFNI string attributes will always start with open single quote and # end with a tilde (NUL). These attributes CANNOT contain tildes (so # stripping is safe), but can contain single quotes (so we replace) attr = attr.replace('\'', '', 1).rstrip('~') - return aname[0], attr + return aname[0], attr[0] if len(attr) == 1 else attr def _get_datatype(info): @@ -158,7 +163,6 @@ def _get_datatype(info): bt = _dtype_dict.get(bt, None) if bt is None: raise AFNIImageError('Can\'t deduce image data type.') - return np.dtype(bo + bt) @@ -186,8 +190,6 @@ def parse_AFNI_header(fobj): >>> print(info['BRICK_TYPES']) [1, 1, 1] """ - from six import string_types - # edge case for being fed a filename instead of a file object if isinstance(fobj, string_types): with open(fobj, 'rt') as src: @@ -195,11 +197,16 @@ def parse_AFNI_header(fobj): # unpack variables in HEAD file head = fobj.read().split('\n\n') info = {key: value for key, value in map(_unpack_var, head)} - return info class AFNIArrayProxy(ArrayProxy): + """ + Attributes + ---------- + scaling : np.ndarray + Scaling factor (one factor per volume/subbrick) for data. Default: None + """ @kw_only_meth(2) def __init__(self, file_like, header, mmap=True, keep_file_open=None): """ @@ -210,7 +217,7 @@ def __init__(self, file_like, header, mmap=True, keep_file_open=None): file_like : file-like object File-like object or filename. If file-like object, should implement at least ``read`` and ``seek``. - header : AFNIHeader object + header : ``AFNIHeader`` object mmap : {True, False, 'c', 'r'}, optional, keyword only `mmap` controls the use of numpy memory mapping for reading data. If False, do not try numpy ``memmap`` for data array. If one of @@ -244,11 +251,8 @@ def scaling(self): def __array__(self): raw_data = self.get_unscaled() - # apply volume specific scaling (may change datatype!) - if self._scaling is not None: - return raw_data * self._scaling - - return raw_data + # datatype may change if applying self._scaling + return raw_data if self.scaling is None else raw_data * self.scaling def __getitem__(self, slicer): raw_data = super(AFNIArrayProxy, self).__getitem__(slicer) @@ -258,7 +262,6 @@ def __getitem__(self, slicer): fake_data = strided_scalar(self._shape) _, scaling = np.broadcast_arrays(fake_data, scaling) raw_data = raw_data * scaling[slicer] - return raw_data @@ -320,7 +323,6 @@ def _calc_data_shape(self): dset_rank = self.info['DATASET_RANK'] shape = tuple(self.info['DATASET_DIMENSIONS'][:dset_rank[0]]) n_vols = dset_rank[1] - return shape + (n_vols,) def _calc_zooms(self): @@ -328,7 +330,7 @@ def _calc_zooms(self): Get image zooms from header data Spatial axes are first three indices, time axis is last index. If - dataset is not a time series the last index will be zero. + dataset is not a time series the last value will be zero. Returns ------- @@ -338,7 +340,6 @@ def _calc_zooms(self): t_step = self.info.get('TAXIS_FLOATS', (0, 0,)) if len(t_step) > 0: t_step = (t_step[1],) - return xyz_step + t_step def get_space(self): @@ -352,7 +353,6 @@ def get_space(self): """ listed_space = self.info.get('TEMPLATE_SPACE', 0) space = space_codes.space[listed_space] - return space def get_affine(self): @@ -374,7 +374,6 @@ def get_affine(self): affine = np.asarray(self.info['IJK_TO_DICOM_REAL']).reshape(3, 4) affine = np.row_stack((affine * [[-1], [-1], [1]], [0, 0, 0, 1])) - return affine def get_data_scaling(self): @@ -394,11 +393,15 @@ def get_data_scaling(self): scale = np.ones(self.info['DATASET_RANK'][1]) floatfacs = np.atleast_1d(floatfacs) scale[floatfacs.nonzero()] = floatfacs[floatfacs.nonzero()] - return scale def get_slope_inter(self): - """Use `self.get_data_scaling()` instead""" + """ + Use `self.get_data_scaling()` instead + + Holdover because ``AFNIArrayProxy`` (inheriting from ``ArrayProxy``) + requires this functionality so as to not error. + """ return None, None def get_data_offset(self): @@ -423,7 +426,6 @@ def get_volume_labels(self): labels = self.info.get('BRICK_LABS', None) if labels is not None: labels = labels.split('~') - return labels @@ -435,7 +437,7 @@ class AFNIImage(SpatialImage): Examples -------- - >>> brik = load(os.path.join(datadir, 'example4d+orig.BRIK.gz')) + >>> brik = nib.load(os.path.join(datadir, 'example4d+orig.BRIK.gz')) >>> brik.shape (33, 41, 25, 3) >>> brik.affine @@ -451,7 +453,7 @@ class AFNIImage(SpatialImage): header_class = AFNIHeader valid_exts = ('.brik', '.head') files_types = (('image', '.brik'), ('header', '.head')) - _compressed_suffixes = ('.gz', '.bz2') + _compressed_suffixes = ('.gz', '.bz2', '.Z') makeable = False rw = False ImageArrayProxy = AFNIArrayProxy @@ -510,7 +512,13 @@ def filespec_to_file_map(klass, filespec): """ Make `file_map` from filename `filespec` - Deals with idiosyncracies of AFNI BRIK / HEAD formats + AFNI BRIK files can be compressed, but HEAD files cannot - see + afni.nimh.nih.gov/pub/dist/doc/program_help/README.compression.html. + Thus, if you have AFNI files my_image.HEAD and my_image.BRIK.gz and you + want to load the AFNI BRIK / HEAD pair, you can specify: + * The HEAD filename - e.g., my_image.HEAD + * The BRIK filename w/o compressed extension - e.g., my_image.BRIK + * The full BRIK filename - e.g., my_image.BRIK.gz Parameters ---------- @@ -529,18 +537,10 @@ def filespec_to_file_map(klass, filespec): If `filespec` is not recognizable as being a filename for this image type. """ - # copied from filebasedimages.py - try: - filenames = types_filenames( - filespec, klass.files_types, - trailing_suffixes=klass._compressed_suffixes) - except TypesFilenamesError: - raise ImageFileError( - 'Filespec "{0}" does not look right for class {1}'.format( - filespec, klass)) - file_map = {} + file_map = super(AFNIImage, klass).filespec_to_file_map(filespec) # check for AFNI-specific BRIK/HEAD compression idiosyncracies - for key, fname in filenames.items(): + for key, fholder in file_map.items(): + fname = fholder.filename if key == 'header' and not os.path.exists(fname): for ext in klass._compressed_suffixes: fname = fname[:-len(ext)] if fname.endswith(ext) else fname @@ -549,7 +549,7 @@ def filespec_to_file_map(klass, filespec): if os.path.exists(fname + ext): fname += ext break - file_map[key] = FileHolder(filename=fname) + file_map[key].filename = fname return file_map load = from_filename From 04df3898d27bfea250d706b505b952813ca302f9 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Sun, 11 Mar 2018 16:00:01 -0400 Subject: [PATCH 13/16] FIX: Brikhead doctests Forgot to import nibabel in doctests... --- nibabel/brikhead.py | 1 + 1 file changed, 1 insertion(+) diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index 5f1a916fa3..ec718ce798 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -437,6 +437,7 @@ class AFNIImage(SpatialImage): Examples -------- + >>> import nibabel as nib >>> brik = nib.load(os.path.join(datadir, 'example4d+orig.BRIK.gz')) >>> brik.shape (33, 41, 25, 3) From 8c7e1eb80fea6001f8bb50acf39964602fbbcf27 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Sun, 18 Mar 2018 23:03:04 -0400 Subject: [PATCH 14/16] TEST: Added testing for errors Minor updates to tests to check error handling --- nibabel/tests/test_brikhead.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/nibabel/tests/test_brikhead.py b/nibabel/tests/test_brikhead.py index 894e3a503e..c1632c06c2 100644 --- a/nibabel/tests/test_brikhead.py +++ b/nibabel/tests/test_brikhead.py @@ -103,6 +103,7 @@ def test_brikheadfile(self): data = brik.get_data() assert_equal(data.shape, tp['shape']) assert_array_equal(brik.dataobj.scaling, tp['scaling']) + assert_equal(brik.header.get_volume_labels(), tp['labels']) def test_load(self): # Check highest level load of brikhead works @@ -136,3 +137,14 @@ def test_brikheadfile(self): for tp in self.test_files: with assert_raises(tp['err']): self.module.load(tp['head']) + + +class TestBadVars(object): + module = brikhead + vars = ['type = badtype-attribute\nname = BRICK_TYPES\ncount = 1\n1\n', + 'type = integer-attribute\ncount = 1\n1\n'] + + def test_unpack_var(self): + for var in self.vars: + with assert_raises(self.module.AFNIHeaderError): + self.module._unpack_var(var) From 6b308bfaa40a5d89998e018fae0ca8b6caf670a0 Mon Sep 17 00:00:00 2001 From: Matthew Brett Date: Fri, 4 May 2018 12:15:25 +0100 Subject: [PATCH 15/16] RF: some edits / doc extensions to brikhead.py Building on PR #561. --- nibabel/brikhead.py | 105 ++++++++++++++++++++++++++++++++++++-------- 1 file changed, 87 insertions(+), 18 deletions(-) diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index ec718ce798..4a6fd63d67 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -12,9 +12,13 @@ See https://afni.nimh.nih.gov/pub/dist/doc/program_help/README.attributes.html for information on what is required to have a valid BRIK/HEAD dataset. -Some notes on the AFNI BRIK/HEAD format: +Unless otherwise noted, descriptions AFNI attributes in the code refer to this +document. -* In the AFNI HEAD file, the first two values of the attribute DATASET_RANK +Notes +----- + +In the AFNI HEAD file, the first two values of the attribute DATASET_RANK determine the shape of the data array stored in the corresponding BRIK file. The first value, DATASET_RANK[0], must be set to 3 denoting a 3D image. The second value, DATASET_RANK[1], determines how many "sub-bricks" (in AFNI @@ -152,6 +156,15 @@ def _get_datatype(info): ------- dt : np.dtype Datatype of BRIK file associated with HEAD + + Notes + ----- + ``BYTEORDER_STRING`` may be absent, signifying platform native byte order, + or contain one of "LSB_FIRST" or "MSB_FIRST". + + ``BRICK_TYPES`` gives the storage data type for each sub-brick, with + 0=uint, 1=int16, 3=float32, 5=complex64 (see ``_dtype_dict``). This should + generally be the same value for each sub-brick in the dataset. """ bo = info['BYTEORDER_STRING'] bt = info['BRICK_TYPES'] @@ -196,17 +209,19 @@ def parse_AFNI_header(fobj): return parse_AFNI_header(src) # unpack variables in HEAD file head = fobj.read().split('\n\n') - info = {key: value for key, value in map(_unpack_var, head)} - return info + return {key: value for key, value in map(_unpack_var, head)} class AFNIArrayProxy(ArrayProxy): - """ + """ Proxy object for AFNI image array. + Attributes ---------- scaling : np.ndarray - Scaling factor (one factor per volume/subbrick) for data. Default: None + Scaling factor (one factor per volume/sub-brick) for data. Default is + None """ + @kw_only_meth(2) def __init__(self, file_like, header, mmap=True, keep_file_open=None): """ @@ -233,7 +248,7 @@ def __init__(self, file_like, header, mmap=True, keep_file_open=None): a new file handle is created every time the image is accessed. If ``'auto'``, and the optional ``indexed_gzip`` dependency is present, a single file handle is created and persisted. If - ``indexed_gzip`` is not available, behaviour is the same as if + ``indexed_gzip`` is not available, behavior is the same as if ``keep_file_open is False``. If ``file_like`` refers to an open file handle, this setting has no effect. The default value (``None``) will result in the value of @@ -319,6 +334,13 @@ def _calc_data_shape(self): Returns ------- (x, y, z, t) : tuple of int + + Notes + ----- + ``DATASET_RANK[0]`` gives number of spatial dimensions (and apparently + must be 3). ``DATASET_RANK[1]`` gives the number of sub-bricks. + ``DATASET_DIMENSIONS`` is length 3, giving the number of voxels in i, + j, k. """ dset_rank = self.info['DATASET_RANK'] shape = tuple(self.info['DATASET_DIMENSIONS'][:dset_rank[0]]) @@ -335,6 +357,15 @@ def _calc_zooms(self): Returns ------- zooms : tuple + + Notes + ----- + Gets zooms from attributes ``DELTA`` and ``TAXIS_FLOATS``. + + ``DELTA`` gives (x,y,z) voxel sizes. + + ``TAXIS_FLOATS`` should be length 5, with first entry giving "Time + origin", and second giving "Time step (TR)". """ xyz_step = tuple(np.abs(self.info['DELTA'])) t_step = self.info.get('TAXIS_FLOATS', (0, 0,)) @@ -344,12 +375,17 @@ def _calc_zooms(self): def get_space(self): """ - Returns space of dataset + Return label for anatomical space to which this dataset is aligned. Returns ------- space : str AFNI "space" designation; one of [ORIG, ANAT, TLRC, MNI] + + Notes + ----- + There appears to be documentation for these spaces at + https://afni.nimh.nih.gov/pub/dist/atlases/elsedemo/AFNI_atlas_spaces.niml """ listed_space = self.info.get('TEMPLATE_SPACE', 0) space = space_codes.space[listed_space] @@ -369,8 +405,8 @@ def get_affine(self): [ 0. , 0. , 3. , -52.3511], [ 0. , 0. , 0. , 1. ]]) """ - # AFNI default is RAI-/DICOM order (i.e., RAI are - axis) - # need to flip RA sign to align with nibabel RAS+ system + # AFNI default is RAI- == LPS+ == DICOM order. We need to flip RA sign + # to align with nibabel RAS+ system affine = np.asarray(self.info['IJK_TO_DICOM_REAL']).reshape(3, 4) affine = np.row_stack((affine * [[-1], [-1], [1]], [0, 0, 0, 1])) @@ -387,6 +423,9 @@ def get_data_scaling(self): >>> header.get_data_scaling() array([ 3.88336300e-08]) """ + # BRICK_FLOAT_FACS has one value per sub-brick, such that the scaled + # values for sub-brick array [n] are the values read from disk * + # BRICK_FLOAT_FACS[n] floatfacs = self.info.get('BRICK_FLOAT_FACS', None) if floatfacs is None or not np.any(floatfacs): return None @@ -405,7 +444,10 @@ def get_slope_inter(self): return None, None def get_data_offset(self): - """Data offset in BRIK file""" + """Data offset in BRIK file + + Offset is always 0. + """ return DATA_OFFSET def get_volume_labels(self): @@ -461,7 +503,7 @@ class AFNIImage(SpatialImage): @classmethod @kw_only_meth(1) - def from_file_map(klass, file_map, mmap=True): + def from_file_map(klass, file_map, mmap=True, keep_file_open=None): """ Creates an AFNIImage instance from `file_map` @@ -477,19 +519,32 @@ def from_file_map(klass, file_map, mmap=True): `mmap` value of True gives the same behavior as ``mmap='c'``. If image data file cannot be memory-mapped, ignore `mmap` value and read array from file. + keep_file_open : {None, 'auto', True, False}, optional, keyword only + `keep_file_open` controls whether a new file handle is created + every time the image is accessed, or a single file handle is + created and used for the lifetime of this ``ArrayProxy``. If + ``True``, a single file handle is created and used. If ``False``, + a new file handle is created every time the image is accessed. If + ``'auto'``, and the optional ``indexed_gzip`` dependency is + present, a single file handle is created and persisted. If + ``indexed_gzip`` is not available, behavior is the same as if + ``keep_file_open is False``. If ``file_like`` refers to an open + file handle, this setting has no effect. The default value + (``None``) will result in the value of + ``nibabel.arrayproxy.KEEP_FILE_OPEN_DEFAULT` being used. """ with file_map['header'].get_prepare_fileobj('rt') as hdr_fobj: hdr = klass.header_class.from_fileobj(hdr_fobj) imgf = file_map['image'].fileobj - if imgf is None: - imgf = file_map['image'].filename - data = klass.ImageArrayProxy(imgf, hdr.copy(), mmap=mmap) + imgf = file_map['image'].filename if imgf is None else imgf + data = klass.ImageArrayProxy(imgf, hdr.copy(), mmap=mmap, + keep_file_open=keep_file_open) return klass(data, hdr.get_affine(), header=hdr, extra=None, file_map=file_map) @classmethod @kw_only_meth(1) - def from_filename(klass, filename, mmap=True): + def from_filename(klass, filename, mmap=True, keep_file_open=None): """ Creates an AFNIImage instance from `filename` @@ -504,9 +559,23 @@ def from_filename(klass, filename, mmap=True): `mmap` value of True gives the same behavior as ``mmap='c'``. If image data file cannot be memory-mapped, ignore `mmap` value and read array from file. + keep_file_open : {None, 'auto', True, False}, optional, keyword only + `keep_file_open` controls whether a new file handle is created + every time the image is accessed, or a single file handle is + created and used for the lifetime of this ``ArrayProxy``. If + ``True``, a single file handle is created and used. If ``False``, + a new file handle is created every time the image is accessed. If + ``'auto'``, and the optional ``indexed_gzip`` dependency is + present, a single file handle is created and persisted. If + ``indexed_gzip`` is not available, behavior is the same as if + ``keep_file_open is False``. If ``file_like`` refers to an open + file handle, this setting has no effect. The default value + (``None``) will result in the value of + ``nibabel.arrayproxy.KEEP_FILE_OPEN_DEFAULT` being used. """ file_map = klass.filespec_to_file_map(filename) - return klass.from_file_map(file_map, mmap=mmap) + return klass.from_file_map(file_map, mmap=mmap, + keep_file_open=keep_file_open) @classmethod def filespec_to_file_map(klass, filespec): @@ -539,7 +608,7 @@ def filespec_to_file_map(klass, filespec): image type. """ file_map = super(AFNIImage, klass).filespec_to_file_map(filespec) - # check for AFNI-specific BRIK/HEAD compression idiosyncracies + # check for AFNI-specific BRIK/HEAD compression idiosyncrasies for key, fholder in file_map.items(): fname = fholder.filename if key == 'header' and not os.path.exists(fname): From c5f0ecf431d9ab5879e5f95865f82965a4aeb771 Mon Sep 17 00:00:00 2001 From: Ross Markello Date: Mon, 7 May 2018 15:00:21 -0400 Subject: [PATCH 16/16] RF: Fixed needless list copy in brikhead.py For PR #561 --- nibabel/brikhead.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/nibabel/brikhead.py b/nibabel/brikhead.py index 4a6fd63d67..9e521e61b6 100644 --- a/nibabel/brikhead.py +++ b/nibabel/brikhead.py @@ -272,10 +272,9 @@ def __array__(self): def __getitem__(self, slicer): raw_data = super(AFNIArrayProxy, self).__getitem__(slicer) # apply volume specific scaling (may change datatype!) - if self._scaling is not None: - scaling = self._scaling.copy() + if self.scaling is not None: fake_data = strided_scalar(self._shape) - _, scaling = np.broadcast_arrays(fake_data, scaling) + _, scaling = np.broadcast_arrays(fake_data, self.scaling) raw_data = raw_data * scaling[slicer] return raw_data

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