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

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

    Function normalize_object_from_data_type_name has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.
    Open

    def normalize_object_from_data_type_name(data_type_name: str, value: Any) -> Any:
    """Returns the normalized object from the data type name.
    
    Parameters
    ----------
    Severity: Minor
    Found in embiggen/utils/normalize_kwargs.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 get_data_type_from_data_type_name has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.
    Open

    def get_data_type_from_data_type_name(data_type_name: Union[str, List[str]]) -> List[Type]:
    """Returns the data type from the data type name.
    
    Parameters
    ----------
    Severity: Minor
    Found in embiggen/utils/normalize_kwargs.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 12 arguments (exceeds 4 allowed). Consider refactoring.
    Open

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

      Function plot_edges has 12 arguments (exceeds 4 allowed). Consider refactoring.
      Open

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

        Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
        Open

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

          Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
          Open

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

            Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
            Open

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

              Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
              Open

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

                Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
                Open

                    def __init__(
                Severity: Major
                Found in embiggen/edge_prediction/edge_prediction_sklearn/ridge_classifier_cv_edge_prediction.py - About 1 hr to fix

                  Function predict_proba has 12 arguments (exceeds 4 allowed). Consider refactoring.
                  Open

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

                    Function predict_bipartite_graph_from_edge_node_names has 12 arguments (exceeds 4 allowed). Consider refactoring.
                    Open

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

                      Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
                      Open

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

                        Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
                        Open

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

                          Function predict_bipartite_graph_from_edge_node_prefixes has 12 arguments (exceeds 4 allowed). Consider refactoring.
                          Open

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

                            Function predict_bipartite_graph_from_edge_node_types has 12 arguments (exceeds 4 allowed). Consider refactoring.
                            Open

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

                              Function predict_bipartite_graph_from_edge_node_ids has 12 arguments (exceeds 4 allowed). Consider refactoring.
                              Open

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

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

                                def convert_ensmallen_graph_to_networkx_graph(
    graph: Graph,
    numeric_node_ids: bool = False
) -> nx.Graph:
    """Return NetworkX graph derived from the provided Ensmallen Graph.
                                Severity: Minor
                                Found in embiggen/utils/networkx_utils.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 _handle_notebook_display has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
                                Open

                                    def _handle_notebook_display(
        self, *args: List, caption: Optional[str] = None
    ) -> Optional[Union[Tuple[Figure, Axes], Tuple[Figure, Axes, str]]]:
        """Handles whether to display provided data in a Jupyter Notebook or return them.
                                Severity: Minor
                                Found in embiggen/visualizations/graph_visualizer.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 transform has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
                                Open

                                    def transform(
        self,
        graph: Graph,
        behaviour_for_unknown_node_labels: Optional[str] = "warn",
        shuffle: bool = False,
                                Severity: Minor
                                Found in embiggen/embedding_transformers/node_label_prediction_transformer.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

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