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nmoo/algorithms/ar_nsga2.py

Summary

Maintainability
A
1 hr
Test Coverage

Function _resampling_min_on_conv has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
Open

    def _resampling_min_on_conv(self) -> None:
        """
        Resampling rate *of elite members* may increase based on a convergence
        assessment that uses the $\\varepsilon +$ indicator. Corresponds to
        algorithm 3 in Fieldsend's paper.
Severity: Minor
Found in nmoo/algorithms/ar_nsga2.py - About 55 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

Function _resampling_rate_on_conv has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def _resampling_rate_on_conv(self) -> None:
        """
        Resampling rate may increase based on a convergence assessment that
        uses the $\\varepsilon +$ indicator. Corresponds to algorithm 2 in
        Fieldsend's paper.
Severity: Minor
Found in nmoo/algorithms/ar_nsga2.py - About 35 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

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

    def update(self, current_generation: int) -> None:
        """
        Adds the current value of `F`, `G` etc. to the sample arrays, and
        reverts the value of `F`, `G` etc. to the maximum likelyhood estimate.
Severity: Minor
Found in nmoo/algorithms/ar_nsga2.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

TODO found
Open

        # TODO: Deduplicate code
Severity: Minor
Found in nmoo/algorithms/ar_nsga2.py by fixme

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