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DynaSlum/satsense

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satsense/features/texton.py

Summary

Maintainability
A
1 hr
Test Coverage

Function from_images has 6 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def from_images(cls,
Severity: Minor
Found in satsense/features/texton.py - About 45 mins to fix

    Function create_texton_kernels has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
    Open

    def create_texton_kernels():
    """Create filter bank kernels."""
    kernels = []
    angles = 8
    thetas = np.linspace(0, np.pi, angles)
    Severity: Minor
    Found in satsense/features/texton.py - About 25 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 texton_cluster has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
    Open

    def texton_cluster(images: Iterator[Image],
                   n_clusters=32,
                   max_samples=100000,
                   sample_window=(8192, 8192)) -> MiniBatchKMeans:
    """Compute texton clusters."""
    Severity: Minor
    Found in satsense/features/texton.py - About 25 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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