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skbonus/linear_model/_scipy_regressors.py

Summary

Maintainability
A
45 mins
Test Coverage

File _scipy_regressors.py has 495 lines of code (exceeds 250 allowed). Consider refactoring.
Wontfix

from __future__ import annotations

from abc import ABC, abstractmethod
from typing import Callable, Optional, Tuple, List
Severity: Minor
Found in skbonus/linear_model/_scipy_regressors.py - About 7 hrs to fix

    Function __init__ has 7 arguments (exceeds 4 allowed). Consider refactoring.
    Invalid

        def __init__(
    Severity: Major
    Found in skbonus/linear_model/_scipy_regressors.py - About 50 mins to fix

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

          def fit(
        self,
        X: np.ndarray,
        y: np.ndarray,
        sample_weight: Optional[np.ndarray] = None,
      Severity: Minor
      Found in skbonus/linear_model/_scipy_regressors.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 __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring.
      Invalid

          def __init__(
      Severity: Minor
      Found in skbonus/linear_model/_scipy_regressors.py - About 45 mins to fix

        Function __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring.
        Invalid

            def __init__(
        Severity: Minor
        Found in skbonus/linear_model/_scipy_regressors.py - About 45 mins to fix

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