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SimonBlanke/Gradient-Free-Optimizers

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Showing 31 of 46 total issues

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

    def evaluate(self, score_new):
        self.score_new = score_new

        if self.simplex_step != 0:
            self.prev_pos = self.positions_valid[-1]
Severity: Minor
Found in gradient_free_optimizers/optimizers/local_opt/downhill_simplex.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 _slice_dim has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
Open

    def _slice_dim(self, search_space, para_slice, max_size):
        search_space_size = get_search_space_size(search_space)

        paras = list(search_space.keys())
        space_dims = {}
Severity: Minor
Found in gradient_free_optimizers/optimizers/exp_opt/_sub_search_spaces.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 search has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
Open

    def search(
        self,
        objective_function,
        n_iter,
        max_time=None,
Severity: Minor
Found in gradient_free_optimizers/search.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 decrease_ss_reso has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
Open

    def decrease_ss_reso(
        self, search_space, para_list=None, min_dim_size=20, margin=5, n_samples=20
    ):
        search_space_reso = {}
        # para_list = None
Severity: Minor
Found in gradient_free_optimizers/optimizers/exp_opt/variable_resolution_bayesian_optimization.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 _slice_search_space has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

    def _slice_search_space(self, search_space, max_size):
        search_space_size = get_search_space_size(search_space)

        if search_space_size <= max_size:
            return [search_space]
Severity: Minor
Found in gradient_free_optimizers/optimizers/exp_opt/_sub_search_spaces.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 __init__ has 9 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def __init__(
Severity: Major
Found in gradient_free_optimizers/optimizers/smb_opt/forest_optimizer.py - About 1 hr to fix

    Function __init__ has 8 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Major
    Found in gradient_free_optimizers/optimizers/smb_opt/bayesian_optimization.py - About 1 hr to fix

      Function search has 8 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def search(
      Severity: Major
      Found in gradient_free_optimizers/search.py - About 1 hr to fix

        Function __init__ has 8 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def __init__(
        Severity: Major
        Found in gradient_free_optimizers/optimizers/exp_opt/ensemble_optimizer.py - About 1 hr to fix

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

          def no_change(score_new_list, early_stopping):
    if "n_iter_no_change" not in early_stopping:
        print(
            "Warning n_iter_no_change-parameter must be set in order for early stopping to work"
        )
          Severity: Minor
          Found in gradient_free_optimizers/stop_run.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 get_pos_space has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
          Open

              def get_pos_space(self):
        if self.max_sample_size < self.conv.search_space_size:
            n_samples_array = self.get_n_samples_dims()
            return self.random_choices(n_samples_array)
        else:
          Severity: Minor
          Found in gradient_free_optimizers/optimizers/smb_opt/sampling.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 __init__ has 7 arguments (exceeds 4 allowed). Consider refactoring.
          Open

              def __init__(
          Severity: Major
          Found in gradient_free_optimizers/optimizers/pop_opt/particle_swarm_optimization.py - About 50 mins to fix

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

                def __init__(
            Severity: Major
            Found in gradient_free_optimizers/optimizers/pop_opt/_particle.py - About 50 mins to fix

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

                  def __init__(
              Severity: Major
              Found in gradient_free_optimizers/optimizers/smb_opt/tree_structured_parzen_estimators.py - About 50 mins to fix

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

                    def __init__(
                Severity: Major
                Found in gradient_free_optimizers/optimizers/exp_opt/random_annealing.py - About 50 mins to fix

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

                  def print_info(
                  Severity: Major
                  Found in gradient_free_optimizers/print_info.py - About 50 mins to fix

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

                        def evaluate(self, score_new):
        self.score_new = score_new

        self._evaluate_new2current(score_new)
        self._evaluate_current2best()
                    Severity: Minor
                    Found in gradient_free_optimizers/optimizers/exp_opt/evo_sub_space_bayesian_optimization.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.
                    Open

                        def __init__(self, *args, alpha=1, gamma=2, beta=0.5, sigma=0.5, **kwargs):
                    Severity: Minor
                    Found in gradient_free_optimizers/optimizers/local_opt/downhill_simplex.py - About 45 mins to fix

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

                          def __init__(
                      Severity: Minor
                      Found in gradient_free_optimizers/optimizers/smb_opt/smbo.py - About 45 mins to fix

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

                            def __init__(
                        Severity: Minor
                        Found in gradient_free_optimizers/optimizers/global_opt/random_restart_hill_climbing.py - About 45 mins to fix
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