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Showing 106 of 106 total issues

Function plot_subject has a Cognitive Complexity of 15 (exceeds 5 allowed). Consider refactoring.
Open

def plot_subject(
    subject: Subject,
    cmap_dict=None,
    show=True,
    output_path=None,
Severity: Minor
Found in src/torchio/visualization.py - About 1 hr to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function __call__ has a Cognitive Complexity of 14 (exceeds 5 allowed). Consider refactoring.
Open

    def __call__(
        self,
        data: InputType,
    ) -> InputType:
        """Transform data and return a result of the same type.
Severity: Minor
Found in src/torchio/transforms/transform.py - About 1 hr to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function apply_transform has a Cognitive Complexity of 14 (exceeds 5 allowed). Consider refactoring.
Open

    def apply_transform(self, subject: Subject) -> Subject:
        if self.label_key is None:
            iterable = subject.get_images_dict(intensity_only=False).items()
            for name, image in iterable:
                if isinstance(image, LabelMap):
Severity: Minor
Found in src/torchio/transforms/augmentation/intensity/random_labels_to_image.py - About 1 hr to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function plot_volume has 13 arguments (exceeds 4 allowed). Consider refactoring.
Open

def plot_volume(
Severity: Major
Found in src/torchio/visualization.py - About 1 hr to fix

    Function plot_volume has 40 lines of code (exceeds 25 allowed). Consider refactoring.
    Open

    def plot_volume(
    image: Image,
    radiological=True,
    channel=-1,  # default to foreground for binary maps
    axes=None,
    Severity: Minor
    Found in src/torchio/visualization.py - About 1 hr to fix

      Function get_output has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.
      Open

          def get_output(self, transformed):
        if self.is_tensor or self.is_sitk:
            image = transformed[self.default_image_name]
            transformed = image.data
            if self.is_array:
      Severity: Minor
      Found in src/torchio/transforms/data_parser.py - About 1 hr to fix

      Cognitive Complexity

      Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

      A method's cognitive complexity is based on a few simple rules:

      • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
      • Code is considered more complex for each "break in the linear flow of the code"
      • Code is considered more complex when "flow breaking structures are nested"

      Further reading

      Function get_subject has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
      Open

          def get_subject(self):
        if isinstance(self.data, nib.Nifti1Image):
            tensor = self.data.get_fdata(dtype=np.float32)
            if tensor.ndim == 3:
                tensor = tensor[np.newaxis]
      Severity: Minor
      Found in src/torchio/transforms/data_parser.py - About 1 hr to fix

      Cognitive Complexity

      Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

      A method's cognitive complexity is based on a few simple rules:

      • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
      • Code is considered more complex for each "break in the linear flow of the code"
      • Code is considered more complex when "flow breaking structures are nested"

      Further reading

      Function create_dummy_dataset has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
      Open

      def create_dummy_dataset(
    num_images: int,
    size_range: Tuple[int, int],
    directory: Optional[TypePath] = None,
    suffix: str = '.nii.gz',
      Severity: Minor
      Found in src/torchio/utils.py - About 1 hr to fix

      Cognitive Complexity

      Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

      A method's cognitive complexity is based on a few simple rules:

      • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
      • Code is considered more complex for each "break in the linear flow of the code"
      • Code is considered more complex when "flow breaking structures are nested"

      Further reading

      Function __init__ has 10 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(
      Severity: Major
      Found in src/torchio/transforms/augmentation/intensity/random_labels_to_image.py - About 1 hr to fix

        Function __init__ has 10 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def __init__(
        Severity: Major
        Found in src/torchio/transforms/augmentation/spatial/random_affine.py - About 1 hr to fix

          Function __init__ has 10 arguments (exceeds 4 allowed). Consider refactoring.
          Open

              def __init__(
          Severity: Major
          Found in src/torchio/data/queue.py - About 1 hr to fix

            Function __init__ has 9 arguments (exceeds 4 allowed). Consider refactoring.
            Open

                def __init__(
            Severity: Major
            Found in src/torchio/transforms/augmentation/intensity/random_labels_to_image.py - About 1 hr to fix

              Function __init__ has 9 arguments (exceeds 4 allowed). Consider refactoring.
              Open

                  def __init__(
              Severity: Major
              Found in src/torchio/data/image.py - About 1 hr to fix

                Function make_gif has 9 arguments (exceeds 4 allowed). Consider refactoring.
                Open

                def make_gif(
                Severity: Major
                Found in src/torchio/visualization.py - About 1 hr to fix

                  Function __init__ has 9 arguments (exceeds 4 allowed). Consider refactoring.
                  Open

                      def __init__(
                  Severity: Major
                  Found in src/torchio/transforms/augmentation/spatial/random_affine.py - About 1 hr to fix

                    Function main has 9 arguments (exceeds 4 allowed). Consider refactoring.
                    Open

                    def main(
                    Severity: Major
                    Found in src/torchio/cli/apply_transform.py - About 1 hr to fix

                      Function to_gif has 9 arguments (exceeds 4 allowed). Consider refactoring.
                      Open

                          def to_gif(
                      Severity: Major
                      Found in src/torchio/data/image.py - About 1 hr to fix

                        Function __init__ has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
                        Open

                            def __init__(
        self,
        path: Union[TypePath, Sequence[TypePath], None] = None,
        type: Optional[str] = None,  # noqa: A002
        tensor: Optional[TypeData] = None,
                        Severity: Minor
                        Found in src/torchio/data/image.py - About 1 hr to fix

                        Cognitive Complexity

                        Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

                        A method's cognitive complexity is based on a few simple rules:

                        • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
                        • Code is considered more complex for each "break in the linear flow of the code"
                        • Code is considered more complex when "flow breaking structures are nested"

                        Further reading

                        Function download_url has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
                        Open

                        def download_url(
    url: str,
    root: TypePath,
    filename: Optional[TypePath] = None,
    md5: Optional[str] = None,
                        Severity: Minor
                        Found in src/torchio/download.py - About 1 hr to fix

                        Cognitive Complexity

                        Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

                        A method's cognitive complexity is based on a few simple rules:

                        • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
                        • Code is considered more complex for each "break in the linear flow of the code"
                        • Code is considered more complex when "flow breaking structures are nested"

                        Further reading

                        Function _get_subjects_list has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
                        Open

                            def _get_subjects_list(root, modalities):
        # The number of files for each modality is not the same
        # E.g. 581 for T1, 578 for T2
        # Let's just use the first modality as reference for now
        # I.e. only subjects with all modalities will be included
                        Severity: Minor
                        Found in src/torchio/datasets/ixi.py - About 1 hr to fix

                        Cognitive Complexity

                        Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

                        A method's cognitive complexity is based on a few simple rules:

                        • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
                        • Code is considered more complex for each "break in the linear flow of the code"
                        • Code is considered more complex when "flow breaking structures are nested"

                        Further reading

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