tensorflow/models

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official/projects/waste_identification_ml/data_generation/utils.py

Summary

Maintainability
A
3 hrs
Test Coverage

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

def generate_coco_json(
    masks: list[np.ndarray],
    image: np.ndarray,
    category_name: str,
    file_name: str,
Severity: Minor
Found in official/projects/waste_identification_ml/data_generation/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 filter_nested_similar_masks has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
Open

def filter_nested_similar_masks(
    elements: list[dict[str, Any]]
) -> list[dict[str, Any]]:
  """Filters out nested masks from a list of elements.

Severity: Minor
Found in official/projects/waste_identification_ml/data_generation/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 filter_masks has 5 arguments (exceeds 4 allowed). Consider refactoring.
Open

def filter_masks(
Severity: Minor
Found in official/projects/waste_identification_ml/data_generation/utils.py - About 35 mins to fix

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