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embiggen/embedding_transformers/edge_transformer.py

Summary

Maintainability
D
1 day
Test Coverage

File edge_transformer.py has 606 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""EdgeTransformer class to convert edges to edge embeddings."""
from typing import List, Optional, Union, Optional

import numpy as np
import pandas as pd
Severity: Major
Found in embiggen/embedding_transformers/edge_transformer.py - About 1 day to fix

    Function fit has a Cognitive Complexity of 15 (exceeds 5 allowed). Consider refactoring.
    Open

        def fit(
        self,
        node_feature: Union[pd.DataFrame, np.ndarray, List[Union[pd.DataFrame, np.ndarray]]],
        node_type_feature: Optional[Union[pd.DataFrame, np.ndarray,
                                          List[Union[pd.DataFrame, np.ndarray]]]] = None,
    Severity: Minor
    Found in embiggen/embedding_transformers/edge_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

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

        def transform(
    Severity: Major
    Found in embiggen/embedding_transformers/edge_transformer.py - About 50 mins to fix

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