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SimonBlanke/Gradient-Free-Optimizers

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Showing 36 of 50 total issues

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 5 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Minor
    Found in gradient_free_optimizers/optimizers/pop_opt/evolution_strategy.py - About 35 mins to fix

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

          def __init__(
      Severity: Minor
      Found in gradient_free_optimizers/optimizers/smb_opt/forest_optimizer.py - About 35 mins to fix

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

            def __init__(
        Severity: Minor
        Found in gradient_free_optimizers/optimizers/smb_opt/smbo.py - About 35 mins to fix

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

              def __init__(
          Severity: Minor
          Found in gradient_free_optimizers/optimizers/global_opt/pattern_search.py - About 35 mins to fix

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

                def __init__(
            Severity: Minor
            Found in gradient_free_optimizers/optimizers/local_opt/hill_climbing_optimizer.py - About 35 mins to fix

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

                  def biggest_dim_(self):
        largest_dim = None
        largest_size = 0

        for dim in list(self.search_space.keys()):
              Severity: Minor
              Found in gradient_free_optimizers/optimizers/global_opt/direct_algorithm.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

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

                  def _init_random_search(self, n_pos):
        positions = []

        if n_pos == 0:
            return positions
              Severity: Minor
              Found in gradient_free_optimizers/optimizers/core_optimizer/init_positions.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

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

                  def _create_population(self, Optimizer):
        if isinstance(self.population, int):
            pop_size = self.population
        else:
            pop_size = len(self.population)
              Severity: Minor
              Found in gradient_free_optimizers/optimizers/pop_opt/base_population_optimizer.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

              Avoid too many return statements within this function.
              Open

                          return True
              Severity: Major
              Found in gradient_free_optimizers/stop_run.py - About 30 mins to fix

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

                    def _cross(self):
        while True:
            if len(self.individuals) > 2:
                rnd_int2 = random.choice(
                    [i for i in range(0, self.n_ind - 1) if i not in [self.rnd_int]]
                Severity: Minor
                Found in gradient_free_optimizers/optimizers/pop_opt/evolution_strategy.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 returnNoneIfArgNone has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                Open

                    def returnNoneIfArgNone(func_):
        def wrapper(self, *args):
            for arg in [*args]:
                if arg is None:
                    return None
                Severity: Minor
                Found in gradient_free_optimizers/optimizers/core_optimizer/converter.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 split has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                Open

                def split(positions_l, population):
    div_int = math.ceil(len(positions_l) / population)
    dist_init_positions = []

    for nth_indiv in range(population):
                Severity: Minor
                Found in gradient_free_optimizers/optimizers/pop_opt/base_population_optimizer.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 get_n_samples_dims has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                Open

                    def get_n_samples_dims(self):
        dim_sizes_temp = self.conv.dim_sizes
        dim_sizes_temp = np.clip(
            dim_sizes_temp, a_min=1, a_max=self.dim_max_sample_size
        )
                Severity: Minor
                Found in gradient_free_optimizers/optimizers/smb_opt/sampling.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 init_warm_start_smbo has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                Open

                    def init_warm_start_smbo(self, search_data):
        if search_data is not None:
            # filter out nan and inf
            warm_start_smbo = search_data[
                ~search_data.isin([np.nan, np.inf, -np.inf]).any(axis=1)
                Severity: Minor
                Found in gradient_free_optimizers/optimizers/smb_opt/smbo.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 iterate has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                Open

                    def iterate(self):
        simplex_stale = all(
            [np.array_equal(self.simplex_pos[0], array) for array in self.simplex_pos]
        )
                Severity: Minor
                Found in gradient_free_optimizers/optimizers/local_opt/downhill_simplex.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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