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DeepRegNet/DeepReg

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deepreg/dataset/loader/grouped_loader.py

Summary

Maintainability
C
1 day
Test Coverage

Function get_intra_sample_indices has a Cognitive Complexity of 27 (exceeds 5 allowed). Consider refactoring.
Open

    def get_intra_sample_indices(self) -> list:
        """
        Calculate the sample indices for intra-group sampling
        The index to identify a sample is (group1, image1, group2, image2), means
        - image1 of group1 is moving image
Severity: Minor
Found in deepreg/dataset/loader/grouped_loader.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 sample_index_generator has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
Open

    def sample_index_generator(self):
        """
        Yield (moving_index, fixed_index, image_indices) sequentially, where

          - moving_index = (group1, image1)
Severity: Minor
Found in deepreg/dataset/loader/grouped_loader.py - About 2 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 get_inter_sample_indices has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.
Open

    def get_inter_sample_indices(self) -> list:
        """
        Calculate the sample indices for inter-group sampling
        The index to identify a sample is (group1, image1, group2, image2), means
Severity: Minor
Found in deepreg/dataset/loader/grouped_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 9 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def __init__(
Severity: Major
Found in deepreg/dataset/loader/grouped_loader.py - About 1 hr to fix

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