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ENH: Make interfaces.utility.Merge(1) merge a list of lists #1390

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Mar 22, 2017
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49 changes: 34 additions & 15 deletions nipype/interfaces/utility/base.py
Original file line number Diff line number Diff line change
Expand Up @@ -109,6 +109,8 @@ class MergeOutputSpec(TraitedSpec):
class Merge(IOBase):
"""Basic interface class to merge inputs into a single list

``Merge(1)`` will merge a list of lists

Examples
--------

Expand All @@ -121,33 +123,50 @@ class Merge(IOBase):
>>> out.outputs.out
[1, 2, 5, 3]

>>> merge = Merge() # Or Merge(1)
>>> merge.inputs.in_lists = [1, [2, 5], 3]
>>> out = merge.run()
>>> out.outputs.out
[1, 2, 5, 3]

"""
input_spec = MergeInputSpec
output_spec = MergeOutputSpec

def __init__(self, numinputs=0, **inputs):
def __init__(self, numinputs=1, **inputs):
super(Merge, self).__init__(**inputs)
self._numinputs = numinputs
add_traits(self.inputs, ['in%d' % (i + 1) for i in range(numinputs)])
if numinputs > 1:
input_names = ['in%d' % (i + 1) for i in range(numinputs)]
elif numinputs == 1:
input_names = ['in_lists']
else:
input_names = []
add_traits(self.inputs, input_names)

def _list_outputs(self):
outputs = self._outputs().get()
out = []

if self._numinputs < 1:
return outputs
elif self._numinputs == 1:
values = self.inputs.in_lists
else:
getval = lambda idx: getattr(self.inputs, 'in%d' % (idx + 1))
values = [getval(idx) for idx in range(self._numinputs)
if isdefined(getval(idx))]

if self.inputs.axis == 'vstack':
for idx in range(self._numinputs):
value = getattr(self.inputs, 'in%d' % (idx + 1))
if isdefined(value):
if isinstance(value, list) and not self.inputs.no_flatten:
out.extend(value)
else:
out.append(value)
for value in values:
if isinstance(value, list) and not self.inputs.no_flatten:
out.extend(value)
else:
out.append(value)
else:
for i in range(len(filename_to_list(self.inputs.in1))):
out.insert(i, [])
for j in range(self._numinputs):
out[i].append(filename_to_list(getattr(self.inputs, 'in%d' % (j + 1)))[i])
if out:
outputs['out'] = out
lists = [filename_to_list(val) for val in values]
out = [[val[i] for val in lists] for i in range(len(lists[0]))]
outputs['out'] = out
return outputs


Expand Down
34 changes: 34 additions & 0 deletions nipype/interfaces/utility/tests/test_base.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
import pytest

from nipype.interfaces import utility
from nipype.interfaces.base import isdefined
import nipype.pipeline.engine as pe


Expand Down Expand Up @@ -49,3 +50,36 @@ def test_split(tmpdir, args, expected):
res = node.run()
assert res.outputs.out1 == expected[0]
assert res.outputs.out2 == expected[1]


@pytest.mark.parametrize("args, kwargs, in_lists, expected", [
([3], {}, [0, [1, 2], [3, 4, 5]], [0, 1, 2, 3, 4, 5]),
([0], {}, None, None),
([], {}, [], []),
([], {}, [0, [1, 2], [3, 4, 5]], [0, 1, 2, 3, 4, 5]),
([3], {'axis': 'hstack'}, [[0], [1, 2], [3, 4, 5]], [[0, 1, 3]]),
([3], {'axis': 'hstack'}, [[0, 1], [2, 3], [4, 5]],
[[0, 2, 4], [1, 3, 5]]),
([3], {'axis': 'hstack'}, [[0, 1], [2, 3], [4, 5]],
[[0, 2, 4], [1, 3, 5]]),
([1], {'axis': 'hstack'}, [[0], [1, 2], [3, 4, 5]], [[0, 1, 3]]),
([1], {'axis': 'hstack'}, [[0, 1], [2, 3], [4, 5]],
[[0, 2, 4], [1, 3, 5]]),
])
def test_merge(tmpdir, args, kwargs, in_lists, expected):
os.chdir(str(tmpdir))

node = pe.Node(utility.Merge(*args, **kwargs), name='merge')

numinputs = args[0] if args else 1
if numinputs == 1:
node.inputs.in_lists = in_lists
elif numinputs > 1:
for i in range(1, numinputs + 1):
setattr(node.inputs, 'in{:d}'.format(i), in_lists[i - 1])

res = node.run()
if numinputs < 1:
assert not isdefined(res.outputs.out)
else:
assert res.outputs.out == expected