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ak-gupta/bayte

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run_experiments.py

Summary

Maintainability
A
1 hr
Test Coverage

Function compare has 7 arguments (exceeds 4 allowed). Consider refactoring.
Open

def compare(dataset, algorithm, encoder, n_estimators, seeds, marginal, residual):
Severity: Major
Found in run_experiments.py - About 50 mins to fix

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

    def sample(dataset, algorithm, n_estimators, seeds):
    """Run the sampling experiment."""
    for n_est in n_estimators:
        for seed in seeds:
            click.echo(
    Severity: Minor
    Found in run_experiments.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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