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neuropsychology/NeuroKit.py

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neurokit/eeg/eeg_complexity.py

Summary

Maintainability
C
1 day
Test Coverage

Function eeg_complexity has a Cognitive Complexity of 40 (exceeds 5 allowed). Consider refactoring.
Open

def eeg_complexity(eeg, sampling_rate, times=None, index=None, include="all", exclude=None, hemisphere="both", central=True, verbose=True, shannon=True, sampen=True, multiscale=True, spectral=True, svd=True, correlation=True, higushi=True, petrosian=True, fisher=True, hurst=True, dfa=True, lyap_r=False, lyap_e=False, names="Complexity"):
    """
    Compute complexity indices of epochs or raw object.

    DOCS INCOMPLETE :(
Severity: Minor
Found in neurokit/eeg/eeg_complexity.py - About 6 hrs 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 eeg_complexity has 23 arguments (exceeds 4 allowed). Consider refactoring.
Open

def eeg_complexity(eeg, sampling_rate, times=None, index=None, include="all", exclude=None, hemisphere="both", central=True, verbose=True, shannon=True, sampen=True, multiscale=True, spectral=True, svd=True, correlation=True, higushi=True, petrosian=True, fisher=True, hurst=True, dfa=True, lyap_r=False, lyap_e=False, names="Complexity"):
Severity: Major
Found in neurokit/eeg/eeg_complexity.py - About 2 hrs to fix

    Avoid deeply nested control flow statements.
    Open

                        if key in complexity_features[epoch_index].keys():
                        complexity_features[epoch_index][key].append(feature)
                    else:
                        complexity_features[epoch_index][key] = [feature]
    Severity: Major
    Found in neurokit/eeg/eeg_complexity.py - About 45 mins to fix

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