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ENH: CompositeTransformUtil, new ANTs interface #2785

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2 changes: 1 addition & 1 deletion nipype/interfaces/ants/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@

# Registraiton programs
from .registration import (ANTS, Registration, RegistrationSynQuick,
MeasureImageSimilarity)
CompositeTransformUtil, MeasureImageSimilarity)

# Resampling Programs
from .resampling import (ApplyTransforms, ApplyTransformsToPoints,
Expand Down
74 changes: 74 additions & 0 deletions nipype/interfaces/ants/registration.py
Original file line number Diff line number Diff line change
Expand Up @@ -1596,3 +1596,77 @@ def _list_outputs(self):
outputs['forward_warp_field'] = out_base + '1Warp.nii.gz'
outputs['inverse_warp_field'] = out_base + '1InverseWarp.nii.gz'
return outputs

class CompositeTransformUtilInputSpec(ANTSCommandInputSpec):
process = traits.Enum('assemble', 'disassemble', argstr='--%s',
position=1, usedefault=True,
desc='What to do with the transform inputs (assemble or disassemble)',
)
out_file = File(exists=False, argstr='%s', position=2,
desc='Output file path (only used for disassembly).')
in_file = InputMultiPath(File(exists=True), mandatory=True, argstr='%s...',
position=3, desc='Input transform file(s)')
output_prefix = Str("transform", usedefault=True, argstr='%s', position=4,
desc="A prefix that is prepended to all output files (only used for assembly).")

class CompositeTransformUtilOutputSpec(TraitedSpec):
affine_transform = File(desc="Affine transform component")
displacement_field = File(desc="Displacement field component")
out_file = File(desc="Compound transformation file")

class CompositeTransformUtil(ANTSCommand):
"""
ANTs utility which can combine or break apart transform files into their individual
constituent components.

Examples
--------

>>> from nipype.interfaces.ants import CompositeTransformUtil
>>> tran = CompositeTransformUtil()
>>> tran.inputs.process = 'disassemble'
>>> tran.inputs.in_file = 'output_Composite.h5'
>>> tran.cmdline
'CompositeTransformUtil --disassemble output_Composite.h5 transform'
>>> tran.run() # doctest: +SKIP

example for assembling transformation files

>>> from nipype.interfaces.ants import CompositeTransformUtil
>>> tran = CompositeTransformUtil()
>>> tran.inputs.process = 'assemble'
>>> tran.inputs.out_file = 'my.h5'
>>> tran.inputs.in_file = ['AffineTransform.mat', 'DisplacementFieldTransform.nii.gz']
>>> tran.cmdline
'CompositeTransformUtil --assemble my.h5 AffineTransform.mat DisplacementFieldTransform.nii.gz '
>>> tran.run() # doctest: +SKIP
"""

_cmd = 'CompositeTransformUtil'
input_spec = CompositeTransformUtilInputSpec
output_spec = CompositeTransformUtilOutputSpec

def _num_threads_update(self):
"""
CompositeTransformUtil ignores environment variables,
so override environment update from ANTSCommand class
"""
pass

def _format_arg(self, name, spec, value):
if name == 'output_prefix' and self.inputs.process == 'assemble':
return ''
if name == 'out_file' and self.inputs.process == 'disassemble':
return ''
return super(CompositeTransformUtil, self)._format_arg(name, spec, value)

def _list_outputs(self):
outputs = self.output_spec().get()
if self.inputs.process == 'disassemble':
outputs['affine_transform'] = os.path.abspath(
'00_{}_AffineTransform.mat'.format(self.inputs.output_prefix))
outputs['displacement_field'] = os.path.abspath(
'01_{}_DisplacementFieldTransform.nii.gz'.format(self.inputs.output_prefix))
if self.inputs.process == 'assemble':
outputs['out_file'] = os.path.abspath(self.inputs.out_file)
return outputs
52 changes: 52 additions & 0 deletions nipype/interfaces/ants/tests/test_auto_CompositeTransformUtil.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,52 @@
# AUTO-GENERATED by tools/checkspecs.py - DO NOT EDIT
from __future__ import unicode_literals
from ..registration import CompositeTransformUtil


def test_CompositeTransformUtil_inputs():
input_map = dict(
args=dict(argstr='%s', ),
environ=dict(
nohash=True,
usedefault=True,
),
in_file=dict(
argstr='%s...',
mandatory=True,
position=3,
),
num_threads=dict(
nohash=True,
usedefault=True,
),
out_file=dict(
argstr='%s',
position=2,
),
output_prefix=dict(
argstr='%s',
position=4,
usedefault=True,
),
process=dict(
argstr='--%s',
position=1,
usedefault=True,
),
)
inputs = CompositeTransformUtil.input_spec()

for key, metadata in list(input_map.items()):
for metakey, value in list(metadata.items()):
assert getattr(inputs.traits()[key], metakey) == value
def test_CompositeTransformUtil_outputs():
output_map = dict(
affine_transform=dict(),
displacement_field=dict(),
out_file=dict(),
)
outputs = CompositeTransformUtil.output_spec()

for key, metadata in list(output_map.items()):
for metakey, value in list(metadata.items()):
assert getattr(outputs.traits()[key], metakey) == value
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