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embiggen/edge_prediction/sklearn_like_edge_prediction_adapter.py

Summary

Maintainability
D
1 day
Test Coverage

File sklearn_like_edge_prediction_adapter.py has 535 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""Module providing adapter class making edge prediction possible in sklearn models."""
from typing import Type, List, Optional, Dict, Any, Union, Tuple
import numpy as np
import math
import compress_pickle
Severity: Major
Found in embiggen/edge_prediction/sklearn_like_edge_prediction_adapter.py - About 1 day to fix

    Function _trasform_graph_into_edge_embedding has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
    Open

        def _trasform_graph_into_edge_embedding(
        self,
        graph: Union[Graph, Tuple[np.ndarray]],
        node_features: List[np.ndarray],
        support: Graph,
    Severity: Minor
    Found in embiggen/edge_prediction/sklearn_like_edge_prediction_adapter.py - About 2 hrs 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 _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 _predict_proba has 7 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def _predict_proba(
      Severity: Major
      Found in embiggen/edge_prediction/sklearn_like_edge_prediction_adapter.py - About 50 mins to fix

        Function _fit has 7 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def _fit(
        Severity: Major
        Found in embiggen/edge_prediction/sklearn_like_edge_prediction_adapter.py - About 50 mins to fix

          Function __init__ has 7 arguments (exceeds 4 allowed). Consider refactoring.
          Open

              def __init__(
          Severity: Major
          Found in embiggen/edge_prediction/sklearn_like_edge_prediction_adapter.py - About 50 mins to fix

            Function _predict has 7 arguments (exceeds 4 allowed). Consider refactoring.
            Open

                def _predict(
            Severity: Major
            Found in embiggen/edge_prediction/sklearn_like_edge_prediction_adapter.py - About 50 mins to fix

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