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HunterMcGushion/hyperparameter_hunter

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hyperparameter_hunter/tracers.py

Summary

Maintainability
A
25 mins
Test Coverage

Function __new__ has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Wontfix

    def __new__(mcs, name, bases, namespace, **kwargs):
        class_obj = super().__new__(mcs, name, bases, dict(namespace))
        all_args, all_kwargs = [], {}

        signature_parameters = signature(class_obj.__init__).parameters
Severity: Minor
Found in hyperparameter_hunter/tracers.py - About 45 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 __call__ has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def __call__(cls, *args, **kwargs):
        if getattr(G, "use_dummy_tracer", False) is True:
            space = (Real, Integer, Categorical)
            _args = [_ if not isinstance(_, space) else _.bounds[0] for _ in args]
            _kwargs = {k: v if not isinstance(v, space) else v.bounds[0] for k, v in kwargs.items()}
Severity: Minor
Found in hyperparameter_hunter/tracers.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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