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Optuna/Visualization/Python/plot_pareto_front.py
bcecbabc

Summary

Maintainability
A
1 hr
Test Coverage

Function truncate has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
Open

def truncate(fig, study: Study) -> go.Figure:
    user_attr = study.trials[0].user_attrs
    has_geometry = "Geometry" in user_attr
    if has_geometry == False:
        return fig
Severity: Minor
Found in Optuna/Visualization/Python/plot_pareto_front.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 plot_pareto_front has 5 arguments (exceeds 4 allowed). Consider refactoring.
Open

def plot_pareto_front(
Severity: Minor
Found in Optuna/Visualization/Python/plot_pareto_front.py - About 35 mins to fix

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