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iteal/wormpose

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wormpose/dataset/loader.py

Summary

Maintainability
A
3 hrs
Test Coverage

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

def load_dataset(
    dataset_loader: str,
    dataset_path: str,
    selected_video_names: Optional[List[str]] = None,
    resize_options: ResizeOptions = None,
Severity: Minor
Found in wormpose/dataset/loader.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 6 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def __init__(
Severity: Minor
Found in wormpose/dataset/loader.py - About 45 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 _resolve_video_names has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
      Open

      def _resolve_video_names(frames_dataset: BaseFramesDataset, selected_video_names: Optional[List[str]]):
    video_names = frames_dataset.video_names()

    if selected_video_names is not None:
        for video_name in selected_video_names:
      Severity: Minor
      Found in wormpose/dataset/loader.py - About 25 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

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