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SIMEXP/load_confounds

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File parser.py has 296 lines of code (exceeds 250 allowed). Consider refactoring.
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"""Flexible method to load confounds generated by fMRIprep.

Authors: load_confounds team
"""
import numpy as np
Severity: Minor
Found in load_confounds/parser.py - About 3 hrs to fix

    File strategies.py has 269 lines of code (exceeds 250 allowed). Consider refactoring.
    Open

    """Predefined denoising strategies.

Authors: load_confounds team
"""
import warnings
    Severity: Minor
    Found in load_confounds/strategies.py - About 2 hrs to fix

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

      def _sanitize_strategy(strategy):
    """Defines the supported denoising strategies."""
    if isinstance(strategy, list):
        for conf in strategy:
            if not conf in all_confounds:
      Severity: Minor
      Found in load_confounds/parser.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"

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