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Optional mask file of ants.ConvertScalarImageToRGB a default value of "none" may cause workflow to crash

Open ChristianHinge opened this issue 3 years ago • 0 comments

Summary

The ants.ConvertScalarImageToRGB wraps the cmdline tool ConvertScalarImageToRGB, which takes mainly positional arguments. Some of the positional arguments are optional, such as the mask file, so to omit the mask_file, a string value of "none" must be formatted as the 3rd argument.

The inputspec is correct in setting mask_file as an optional argument with a default_value of "none":

  mask_image = traits.File(
      "none", argstr="%s", exists=True,desc="mask image", position=3, usedefault=True
  )

However, if the optional mask_image is not specified, nipype will in some cases throw a traits.trait_errors.TraitError, since the file "none" does not exist. Interestingly, this error is only thrown in some cases such as when incoorporating and running the node in a multiprocess workflow (see provided snippet).

Actual behavior

Running the provided snippet:


  File "/homes/hinge/venv/MRI-to-PET/lib/python3.6/site-packages/nipype/pipeline/plugins/multiproc.py", line 148, in __init__
    mp_context=mp_context,
TypeError: __init__() got an unexpected keyword argument 'initializer'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
  File "/usr/lib/python3.6/multiprocessing/process.py", line 258, in _bootstrap
    self.run()
  File "/usr/lib/python3.6/multiprocessing/process.py", line 93, in run
    self._target(*self._args, **self._kwargs)
  File "/usr/lib/python3.6/concurrent/futures/process.py", line 169, in _process_worker
    call_item = call_queue.get(block=True)
  File "/usr/lib/python3.6/multiprocessing/queues.py", line 113, in get
    return _ForkingPickler.loads(res)
  File "/homes/hinge/venv/MRI-to-PET/lib/python3.6/site-packages/traits/has_traits.py", line 1341, in __setstate__
    self.trait_set(trait_change_notify=trait_change_notify, **state)
  File "/homes/hinge/venv/MRI-to-PET/lib/python3.6/site-packages/traits/has_traits.py", line 1434, in trait_set
    setattr(self, name, value)
  File "/homes/hinge/venv/MRI-to-PET/lib/python3.6/site-packages/traits/trait_types.py", line 1397, in validate
    self.error(object, name, value)
  File "/homes/hinge/venv/MRI-to-PET/lib/python3.6/site-packages/traits/base_trait_handler.py", line 75, in error
    object, name, self.full_info(object, name, value), value
traits.trait_errors.TraitError: The 'mask_image' trait of a ConvertScalarImageToRGBInputSpec instance must be a filename or object implementing the os.PathLike interface, but a value of 'none' <class 'str'> was specified.
exception calling callback for <Future at 0x7f589b682c88 state=finished raised BrokenProcessPool>
Traceback (most recent call last):
  File "/usr/lib/python3.6/concurrent/futures/_base.py", line 324, in _invoke_callbacks
    callback(self)
  File "/homes/hinge/venv/MRI-to-PET/lib/python3.6/site-packages/nipype/pipeline/plugins/multiproc.py", line 159, in _async_callback
    result = args.result()
  File "/usr/lib/python3.6/concurrent/futures/_base.py", line 425, in result
    return self.__get_result()
  File "/usr/lib/python3.6/concurrent/futures/_base.py", line 384, in __get_result
    raise self._exception
concurrent.futures.process.BrokenProcessPool: A process in the process pool was terminated abruptly while the future was running or pending.
210806-19:25:59,298 nipype.workflow INFO:
         [MultiProc] Running 1 tasks, and 0 jobs ready. Free memory (GB): 6.69/6.89, Free processors: 3/4.
                     Currently running:
                       * visualizations.test_node

Expected behavior

I expected this snippet to run without any errors

How to replicate the behavior

See below

Script/Workflow details


from nipype.interfaces.utility.base import IdentityInterface
from nipype.pipeline import Node, Workflow
from nipype.interfaces import ants

inputnode = Node(IdentityInterface(fields=("test_file")),name="inputnode")

## Supply a nifti file as input
inputnode.inputs.test_file = "/homes/hinge/MRI-to-PET/data/processed/TEST/NC0005_001/mr.nii.gz"

_im_to_rgb = ants.ConvertScalarImageToRGB()
_im_to_rgb.inputs.dimension = 3
_im_to_rgb.inputs.colormap = "jet"
_im_to_rgb.inputs.minimum_input = 0
_im_to_rgb.inputs.maximum_input = 1
im_to_rgb = Node(_im_to_rgb, name="test_node")

workflow = Workflow("visualizations")
workflow.connect([
    (inputnode,im_to_rgb,[("test_file","input_image")]),
])

## Calling workflow.inputs will yield a similar error
#workflow.inputs

workflow.run(plugin='MultiProc')

## Workflow.run() works fine
#workflow.run()

Platform details:

{'commit_hash': 'cc7b3ae71',
 'commit_source': 'repository',
 'networkx_version': '2.5',
 'nibabel_version': '3.1.1',
 'nipype_version': '1.6.1',
 'numpy_version': '1.19.5',
 'pkg_path': '/homes/hinge/projects/nipype/nipype',
 'scipy_version': '1.5.2',
 'sys_executable': '/homes/hinge/venv/MRI-to-PET/bin/python',
 'sys_platform': 'linux',
 'sys_version': '3.6.13 (default, May  3 2021, 02:51:47) \n[GCC 9.3.0]',
 'traits_version': '6.2.0'}

Execution environment

Choose one

  • My python environment outside container

ChristianHinge avatar Aug 06 '21 17:08 ChristianHinge