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SimonBlanke/Gradient-Free-Optimizers

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gradient_free_optimizers/optimizers/smb_opt/smbo.py

Summary

Maintainability
A
1 hr
Test Coverage

Function __init__ has 5 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def __init__(
Severity: Minor
Found in gradient_free_optimizers/optimizers/smb_opt/smbo.py - About 35 mins to fix

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

        def init_warm_start_smbo(self, search_data):
        if search_data is not None:
            # filter out nan and inf
            warm_start_smbo = search_data[
                ~search_data.isin([np.nan, np.inf, -np.inf]).any(axis=1)
    Severity: Minor
    Found in gradient_free_optimizers/optimizers/smb_opt/smbo.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"

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