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

    def predict(
        self,
        graph: Graph,
        support: Optional[Graph] = None,
        node_features: Optional[
Severity: Minor
Found in embiggen/edge_prediction/edge_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 11 arguments (exceeds 4 allowed). Consider refactoring.
Open

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

    Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Major
    Found in embiggen/edge_label_prediction/edge_label_prediction_sklearn/ridge_classifier_edge_label_prediction.py - About 1 hr to fix

      Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(
      Severity: Major
      Found in embiggen/edge_label_prediction/edge_label_prediction_sklearn/k_neighbours_edge_label_prediction.py - About 1 hr to fix

        Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
        Open

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

          Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
          Open

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

            Function _evaluate has 11 arguments (exceeds 4 allowed). Consider refactoring.
            Open

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

              Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
              Open

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

                Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
                Open

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

                  Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
                  Open

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

                    Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
                    Open

                        def __init__(
                    Severity: Major
                    Found in embiggen/sequences/tensorflow_sequences/node2vec_sequence.py - About 1 hr to fix

                      Function __init__ has 11 arguments (exceeds 4 allowed). Consider refactoring.
                      Open

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

                        Function predict_clique_graph_from_node_ids has 11 arguments (exceeds 4 allowed). Consider refactoring.
                        Open

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

                          Function predict_clique_graph_from_node_names has 11 arguments (exceeds 4 allowed). Consider refactoring.
                          Open

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

                            Function predict_clique_graph_from_node_type_names has 11 arguments (exceeds 4 allowed). Consider refactoring.
                            Open

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

                              Function _evaluate has 11 arguments (exceeds 4 allowed). Consider refactoring.
                              Open

                                  def _evaluate(
                              Severity: Major
                              Found in embiggen/node_label_prediction/node_label_prediction_model.py - About 1 hr to fix

                                Function predict_clique_graph_from_node_prefixes has 11 arguments (exceeds 4 allowed). Consider refactoring.
                                Open

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

                                  Function __init__ has 10 arguments (exceeds 4 allowed). Consider refactoring.
                                  Open

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

                                    Function __init__ has 10 arguments (exceeds 4 allowed). Consider refactoring.
                                    Open

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

                                      Function __init__ has 10 arguments (exceeds 4 allowed). Consider refactoring.
                                      Open

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