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examples/example_benchmark_performance.py

Summary

Maintainability
A
2 hrs
Test Coverage

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

def _generate_testbed(
Severity: Major
Found in examples/example_benchmark_performance.py - About 50 mins to fix

    Function benchmarking_plot has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
    Open

    def benchmarking_plot(figname, pst, plot_sep, minibatchRange, mprocessRange):
    _ = plt.figure(figsize=(15, 10))
    bar_width = 0.35
    _ = plt.bar(
        np.array([0]),
    Severity: Minor
    Found in examples/example_benchmark_performance.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 benchmarking_plot has 5 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def benchmarking_plot(figname, pst, plot_sep, minibatchRange, mprocessRange):
    Severity: Minor
    Found in examples/example_benchmark_performance.py - About 35 mins to fix

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

      def _generate_testbed(
    kernel_init_len,
    n_nonzero_coefs,
    n_kernels,
    n_samples=10,
      Severity: Minor
      Found in examples/example_benchmark_performance.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

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