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embiggen/sequences/tensorflow_sequences/gcn_edge_prediction_sequence.py

Summary

Maintainability
C
1 day
Test Coverage

File gcn_edge_prediction_sequence.py has 388 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""Keras Sequence for Open-world assumption GCN."""
from typing import List, Optional, Tuple, Type, Union

import numpy as np
import tensorflow as tf
Severity: Minor
Found in embiggen/sequences/tensorflow_sequences/gcn_edge_prediction_sequence.py - About 5 hrs to fix

    Function __init__ has a Cognitive Complexity of 34 (exceeds 5 allowed). Consider refactoring.
    Open

        def __init__(
        self,
        graph: Graph,
        support: Graph,
        kernels: Optional[List[tf.SparseTensor]],
    Severity: Minor
    Found in embiggen/sequences/tensorflow_sequences/gcn_edge_prediction_sequence.py - About 5 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 __init__ has 13 arguments (exceeds 4 allowed). Consider refactoring.
    Open

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

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