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Function generate has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Open

    def generate(self, file_pattern: str, num_samples: int):
        """
        Start the generation of files containing synthetic data

        :param file_pattern: Filepath of the files to generate with an "index" variable
Severity: Minor
Found in wormpose/machine_learning/synthetic_data_generator.py - About 45 mins 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 _assemble_images_batch has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Open

def _assemble_images_batch(
    frame_preprocessing: BaseFramePreprocessing,
    data_reading_queue,
    results_queue,
    temp_dir: str,
Severity: Minor
Found in wormpose/machine_learning/predict_data_generator.py - About 45 mins 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 _generate_synthetic_data has 6 arguments (exceeds 4 allowed). Consider refactoring.
Open

def _generate_synthetic_data(
Severity: Minor
Found in wormpose/commands/evaluate_model.py - About 45 mins to fix

    Function _update_coords has 6 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def _update_coords(
    Severity: Minor
    Found in wormpose/images/synthetic/_coord_transform.py - About 45 mins to fix

      Function __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(
      Severity: Minor
      Found in wormpose/dataset/loader.py - About 45 mins to fix

        Function _validate_features has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
        Open

        def _validate_features(raw_features: dict):
    if not (
        len(raw_features["skeletons"])
        == len(raw_features["head_width"])
        == len(raw_features["midbody_width"])
        Severity: Minor
        Found in wormpose/dataset/features.py - About 45 mins 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 _parse_arguments has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
        Open

        def _parse_arguments(dataset_path: str, kwargs: dict):
    if kwargs.get("work_dir") is None:
        kwargs["work_dir"] = default_paths.WORK_DIR
    if kwargs.get("batch_size") is None:
        kwargs["batch_size"] = 128
        Severity: Minor
        Found in wormpose/commands/train_model.py - About 45 mins 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 5 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def __call__(
        Severity: Minor
        Found in wormpose/images/scoring/centerline_accuracy_check.py - About 35 mins to fix

          Function __init__ has 5 arguments (exceeds 4 allowed). Consider refactoring.
          Open

              def __init__(
          Severity: Minor
          Found in wormpose/machine_learning/predict_data_generator.py - About 35 mins to fix

            Function get_tfrecord_dataset has 5 arguments (exceeds 4 allowed). Consider refactoring.
            Open

            def get_tfrecord_dataset(
            Severity: Minor
            Found in wormpose/machine_learning/tfrecord_file.py - About 35 mins to fix

              Function __call__ has 5 arguments (exceeds 4 allowed). Consider refactoring.
              Open

                  def __call__(
              Severity: Minor
              Found in wormpose/commands/predict_dataset.py - About 35 mins to fix

                Function load_dataset has 5 arguments (exceeds 4 allowed). Consider refactoring.
                Open

                def load_dataset(
                Severity: Minor
                Found in wormpose/dataset/loader.py - About 35 mins to fix

                  Function segment_foreground has 5 arguments (exceeds 4 allowed). Consider refactoring.
                  Open

                  def segment_foreground(
                  Severity: Minor
                  Found in wormpose/dataset/image_processing/image_utils.py - About 35 mins to fix

                    Function _basic_block has 5 arguments (exceeds 4 allowed). Consider refactoring.
                    Open

                    def _basic_block(x, filters, strides, name, activation):
                    Severity: Minor
                    Found in wormpose/machine_learning/model.py - About 35 mins to fix

                      Function _compare_pred_real has 5 arguments (exceeds 4 allowed). Consider refactoring.
                      Open

                      def _compare_pred_real(
                      Severity: Minor
                      Found in wormpose/images/scoring/results_scoring.py - About 35 mins to fix

                        Function __init__ has 5 arguments (exceeds 4 allowed). Consider refactoring.
                        Open

                            def __init__(
                        Severity: Minor
                        Found in wormpose/commands/calibrate_dataset.py - About 35 mins to fix

                          Function __init__ has 5 arguments (exceeds 4 allowed). Consider refactoring.
                          Open

                              def __init__(
                          Severity: Minor
                          Found in wormpose/demo/synthetic_simple_visualizer.py - About 35 mins to fix

                            Function _build_model has 5 arguments (exceeds 4 allowed). Consider refactoring.
                            Open

                            def _build_model(input_shape, out_dim, middle_stack, filters, activation):
                            Severity: Minor
                            Found in wormpose/machine_learning/model.py - About 35 mins to fix

                              Function _complex_crop has 5 arguments (exceeds 4 allowed). Consider refactoring.
                              Open

                              def _complex_crop(empty_frame, center, out_shape: np.ndarray, processed_frame, worm_roi: Tuple[slice, slice]):
                              Severity: Minor
                              Found in wormpose/images/real_dataset.py - About 35 mins to fix

                                Function generate has 5 arguments (exceeds 4 allowed). Consider refactoring.
                                Open

                                    def generate(
                                Severity: Minor
                                Found in wormpose/images/synthetic/synthetic_dataset.py - About 35 mins to fix
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