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Function normalize_node_type_features has 9 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def normalize_node_type_features(
Severity: Major
Found in embiggen/utils/abstract_models/abstract_classifier_model.py - About 1 hr to fix

    Function normalize_node_type_feature has 9 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def normalize_node_type_feature(
    Severity: Major
    Found in embiggen/utils/abstract_models/abstract_classifier_model.py - About 1 hr to fix

      Function normalize_edge_type_features has 9 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def normalize_edge_type_features(
      Severity: Major
      Found in embiggen/utils/abstract_models/abstract_classifier_model.py - About 1 hr to fix

        Function normalize_edge_feature has 9 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def normalize_edge_feature(
        Severity: Major
        Found in embiggen/utils/abstract_models/abstract_classifier_model.py - About 1 hr to fix

          Function normalize_edge_type_feature has 9 arguments (exceeds 4 allowed). Consider refactoring.
          Open

              def normalize_edge_type_feature(
          Severity: Major
          Found in embiggen/utils/abstract_models/abstract_classifier_model.py - About 1 hr to fix

            Function normalize_edge_features has 9 arguments (exceeds 4 allowed). Consider refactoring.
            Open

                def normalize_edge_features(
            Severity: Major
            Found in embiggen/utils/abstract_models/abstract_classifier_model.py - About 1 hr to fix

              Function __init__ has 9 arguments (exceeds 4 allowed). Consider refactoring.
              Open

                  def __init__(
              Severity: Major
              Found in embiggen/node_label_prediction/node_label_prediction_sklearn/radius_neighbours_node_label_prediction.py - About 1 hr to fix

                Function __init__ has 9 arguments (exceeds 4 allowed). Consider refactoring.
                Open

                    def __init__(
                Severity: Major
                Found in embiggen/node_label_prediction/node_label_prediction_sklearn/ridge_classifier_node_label_prediction.py - About 1 hr to fix

                  Function _trasform_graph_into_edge_embedding has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
                  Open

                      def _trasform_graph_into_edge_embedding(
        self,
        graph: Graph,
        support: Optional[Graph] = None,
        node_features: Optional[List[np.ndarray]] = None,
                  Severity: Minor
                  Found in embiggen/edge_label_prediction/sklearn_like_edge_label_prediction_adapter.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 _evaluate has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
                  Open

                      def _evaluate(
        self,
        graph: Graph,
        train: Graph,
        test: Graph,
                  Severity: Minor
                  Found in embiggen/edge_label_prediction/edge_label_prediction_model.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 27 lines of code (exceeds 25 allowed). Consider refactoring.
                  Open

                      def __init__(
        self,
        exact: bool = False,
        unbiased: bool = False,
        number_of_hops: int = 3,
                  Severity: Minor
                  Found in embiggen/embedders/ensmallen_embedders/hyper_sketching.py - About 1 hr to fix

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

                        def __init__(
                    Severity: Major
                    Found in embiggen/embedders/ensmallen_embedders/score_spine.py - About 1 hr to fix

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

                          def __init__(
                      Severity: Major
                      Found in embiggen/embedders/ensmallen_embedders/score_wine.py - About 1 hr to fix

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

                            def _prepare_evaluation(
                        Severity: Major
                        Found in embiggen/edge_label_prediction/edge_label_prediction_model.py - About 1 hr to fix

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

                              def _plot_positive_and_negative_edges_metric_histogram(
                          Severity: Major
                          Found in embiggen/visualizations/graph_visualizer.py - About 1 hr to fix

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

                            def embed_graph(
                            Severity: Major
                            Found in embiggen/embedders/graph_embedding_pipeline.py - About 1 hr to fix

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

                                  def __init__(
                              Severity: Major
                              Found in embiggen/sequences/tensorflow_sequences/edge_prediction_training_sequence.py - About 1 hr to fix

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

                                    def _plot_node_metric_distribution(
                                Severity: Major
                                Found in embiggen/visualizations/graph_visualizer.py - About 1 hr to fix

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

                                      def _trasform_graph_into_edge_embedding(
                                  Severity: Major
                                  Found in embiggen/edge_prediction/sklearn_like_edge_prediction_adapter.py - About 1 hr to fix

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

                                        def fit_and_plot_all(
                                    Severity: Major
                                    Found in embiggen/visualizations/graph_visualizer.py - About 1 hr to fix
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