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tensorflow/models

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official/projects/video_ssl/dataloaders/video_ssl_input.py

Summary

Maintainability
B
5 hrs
Test Coverage

Function _process_image has a Cognitive Complexity of 22 (exceeds 5 allowed). Consider refactoring.
Open

def _process_image(image: tf.Tensor,
                   is_training: bool = True,
                   is_ssl: bool = False,
                   num_frames: int = 32,
                   stride: int = 1,
Severity: Minor
Found in official/projects/video_ssl/dataloaders/video_ssl_input.py - About 3 hrs 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 _process_image has 11 arguments (exceeds 4 allowed). Consider refactoring.
Open

def _process_image(image: tf.Tensor,
Severity: Major
Found in official/projects/video_ssl/dataloaders/video_ssl_input.py - About 1 hr to fix

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

    def _postprocess_image(image: tf.Tensor,
    Severity: Minor
    Found in official/projects/video_ssl/dataloaders/video_ssl_input.py - About 45 mins to fix

      Function _process_label has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
      Open

      def _process_label(label: tf.Tensor,
                   one_hot_label: bool = True,
                   num_classes: Optional[int] = None) -> tf.Tensor:
  """Processes label Tensor."""
  # Validate parameters.
      Severity: Minor
      Found in official/projects/video_ssl/dataloaders/video_ssl_input.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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