Sign upLogin

dseuss/mpnum

View on GitHub
Star
mpnum/utils/extmath.py

Summary

Maintainability
A
3 hrs
Test Coverage

Function approx_range_finder has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
Open

def approx_range_finder(A, sketch_size, n_iter, piter_normalizer='auto',
                        randstate=np.random):
    """Computes an orthonormal matrix whose range approximates the range of A.

    Parameters
Severity: Minor
Found in mpnum/utils/extmath.py - About 55 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 randomized_svd has 7 arguments (exceeds 4 allowed). Consider refactoring.
Open

def randomized_svd(M, n_components, n_oversamples=10, n_iter='auto',
Severity: Major
Found in mpnum/utils/extmath.py - About 50 mins to fix

    Function approx_range_finder has 5 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def approx_range_finder(A, sketch_size, n_iter, piter_normalizer='auto',
    Severity: Minor
    Found in mpnum/utils/extmath.py - About 35 mins to fix

      Function randomized_svd has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
      Open

      def randomized_svd(M, n_components, n_oversamples=10, n_iter='auto',
                   piter_normalizer='auto', transpose='auto', randstate=np.random):
    """Computes a truncated randomized SVD. Uses the same convention as
    :func:`scipy.sparse.linalg.svds`. However, we guarantee to return the
    singular values in descending order.
      Severity: Minor
      Found in mpnum/utils/extmath.py - About 35 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

      There are no issues that match your filters.

      Category
      Status