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darthdeus/bopt

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bopt/plot.py

Summary

Maintainability
B
5 hrs
Test Coverage

Function plot_objective has a Cognitive Complexity of 20 (exceeds 5 allowed). Consider refactoring.
Open

def plot_objective(model, x_slice, x_next, plot_limits, vmin, vmax,
        hyperparameters, outer_grid, fig,
        acq, zscale='linear', dimensions=None) -> None:
    """
    * `zscale` [str, default='linear']
Severity: Minor
Found in bopt/plot.py - About 2 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 plot_objective has 12 arguments (exceeds 4 allowed). Consider refactoring.
Open

def plot_objective(model, x_slice, x_next, plot_limits, vmin, vmax,
Severity: Major
Found in bopt/plot.py - About 1 hr to fix

    Function acq_for_dims has 7 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def acq_for_dims(model, acq: AcquisitionFunction, x_slice, hyperparameters, ax,
    Severity: Major
    Found in bopt/plot.py - About 50 mins to fix

      TODO found
      Open

          # TODO: fuj, contour not increasing?
      Severity: Minor
      Found in bopt/plot.py by fixme

      TODO found
      Open

                          # TODO: neplotovat data 2x
      Severity: Minor
      Found in bopt/plot.py by fixme

      TODO found
      Open

          # TODO: plot current max
      Severity: Minor
      Found in bopt/plot.py by fixme

      TODO found
      Open

                          # TODO: plot vs plot_mean
      Severity: Minor
      Found in bopt/plot.py by fixme

      TODO found
      Open

          # TODO: funkcni stary plotovani
      Severity: Minor
      Found in bopt/plot.py by fixme

      TODO found
      Open

          # TODO: new point
      Severity: Minor
      Found in bopt/plot.py by fixme

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