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tensorflow/models

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official/projects/unified_detector/utils/utilities.py

Summary

Maintainability
A
2 hrs
Test Coverage

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

def resolve_shape(
    tensor: tf.Tensor,
    resolve_batch_size: bool = True) -> List[Union[tf.Tensor, int]]:
  """Fully resolves the shape of the tensor.
Severity: Minor
Found in official/projects/unified_detector/utils/utilities.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 normalize_image_to_range has 5 arguments (exceeds 4 allowed). Consider refactoring.
Open

def normalize_image_to_range(image: tf.Tensor,
Severity: Minor
Found in official/projects/unified_detector/utils/utilities.py - About 35 mins to fix

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

    def truncate_or_pad(input_tensor: tf.Tensor,
                    new_size: int,
                    axis: int = 1,
                    constant_value: Union[int, float] = 0) -> tf.Tensor:
  """Truncate or zeros pad the axis of input tensor to new size."""
    Severity: Minor
    Found in official/projects/unified_detector/utils/utilities.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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