SimonBlanke/Hyperactive

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Showing 9 of 11 total issues

Function add_search has 15 arguments (exceeds 4 allowed). Consider refactoring.
Open

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

    Function setup_search has 13 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def setup_search(
    Severity: Major
    Found in hyperactive/optimizers/gfo_wrapper.py - About 1 hr to fix

      Function conv_memory_warm_start has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
      Open

          def conv_memory_warm_start(self, results):
              if results is None:
                  return results
      
              results.reset_index(inplace=True, drop=True)
      Severity: Minor
      Found in hyperactive/optimizers/hyper_gradient_conv.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 _create_num_str_ss has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
      Open

          def _create_num_str_ss(self):
              func2str = {}
              for dim_key in self.dim_keys:
                  if self.data_types[dim_key] == "number":
                      func2str[dim_key] = self.search_space[dim_key]
      Severity: Minor
      Found in hyperactive/search_space.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 _create_shared_memory has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
      Open

          def _create_shared_memory(self, new_opt):
              if new_opt.memory == "share":
                  if len(self.opt_pros) == 0:
      
                      manager = mp.Manager()
      Severity: Minor
      Found in hyperactive/hyperactive.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 conv_para has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
      Open

          def conv_para(self, para_hyper):
              para_gfo = {}
              for para in self.s_space.dim_keys:
                  value_hyper = para_hyper[para]
                  space_dim = list(self.s_space.func2str[para])
      Severity: Minor
      Found in hyperactive/optimizers/hyper_gradient_conv.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 5 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(self, objective_function, optimizer, callbacks, catch, nth_process):
      Severity: Minor
      Found in hyperactive/optimizers/objective_function.py - About 35 mins to fix

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

            def check_non_num_values(self):
                for dim_key in self.dim_keys:
                    dim_values = np.array(list(self.search_space[dim_key]))
        
                    try:
        Severity: Minor
        Found in hyperactive/search_space.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 _sort_results_objFunc has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
        Open

            def _sort_results_objFunc(self, objective_function):
                best_score = -np.inf
                best_para = None
                search_data = None
        
        
        Severity: Minor
        Found in hyperactive/results.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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