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WenjieDu/PyPOTS

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pypots/data/dataset/base.py

Summary

Maintainability
C
1 day
Test Coverage

File base.py has 350 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""
The base dataset class.
"""

# Created by Wenjie Du <wenjay.du@gmail.com>
Severity: Minor
Found in pypots/data/dataset/base.py - About 4 hrs to fix

    Function __init__ has a Cognitive Complexity of 24 (exceeds 5 allowed). Consider refactoring.
    Open

        def __init__(
        self,
        data: Union[dict, str],
        return_X_ori: bool,
        return_X_pred: bool,
    Severity: Minor
    Found in pypots/data/dataset/base.py - About 3 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 _check_array_input has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
    Open

        def _check_array_input(
        X: Union[np.ndarray, torch.Tensor],
        X_ori: Optional[Union[np.ndarray, torch.Tensor]] = None,
        X_pred: Optional[Union[np.ndarray, torch.Tensor]] = None,
        y: Optional[Union[np.ndarray, torch.Tensor]] = None,
    Severity: Minor
    Found in pypots/data/dataset/base.py - About 1 hr 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 _get_data_sizes has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
    Open

        def _get_data_sizes(self) -> Tuple[int, ...]:
        """Detect the data sample sizes in the dataset and return the numbers.

        Returns
        -------
    Severity: Minor
    Found in pypots/data/dataset/base.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 5 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Minor
    Found in pypots/data/dataset/base.py - About 35 mins to fix

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