embiggen/edge_prediction/edge_prediction_model.py
File edge_prediction_model.py has 1870 lines of code (exceeds 250 allowed). Consider refactoring. Open
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"""Module providing abstract edge prediction model."""
import math
import gc
import warnings
from typing import Any, Dict, Iterator, List, Optional, Tuple, Type, UnionFunction predict_proba has a Cognitive Complexity of 53 (exceeds 5 allowed). Consider refactoring. Open
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def predict_proba(
self,
graph: Graph,
support: Optional[Graph] = None,
node_features: Optional[- Read upRead up
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 _evaluate has 21 arguments (exceeds 4 allowed). Consider refactoring. Open
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def _evaluate(Function _prepare_evaluation has 16 arguments (exceeds 4 allowed). Consider refactoring. Open
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def _prepare_evaluation(Function __iterate_negative_graphs has 15 arguments (exceeds 4 allowed). Consider refactoring. Open
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def __iterate_negative_graphs(Function predict_proba_bipartite_graph_from_edge_node_types has 14 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_proba_bipartite_graph_from_edge_node_types(Function predict_proba_bipartite_graph_from_edge_node_names has 14 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_proba_bipartite_graph_from_edge_node_names(Function predict_proba_bipartite_graph_from_edge_node_prefixes has 14 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_proba_bipartite_graph_from_edge_node_prefixes(Function predict_proba_bipartite_graph_from_edge_node_ids has 14 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_proba_bipartite_graph_from_edge_node_ids(Function predict_proba_clique_graph_from_node_ids has 13 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_proba_clique_graph_from_node_ids(Function predict_proba_clique_graph_from_node_prefixes has 13 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_proba_clique_graph_from_node_prefixes(Function predict_proba_clique_graph_from_node_type_names has 13 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_proba_clique_graph_from_node_type_names(Function predict_proba_clique_graph_from_node_names has 13 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_proba_clique_graph_from_node_names(Function predict_bipartite_graph_from_edge_node_names has 12 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_bipartite_graph_from_edge_node_names(Function predict_bipartite_graph_from_edge_node_ids has 12 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_bipartite_graph_from_edge_node_ids(Function predict_bipartite_graph_from_edge_node_prefixes has 12 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_bipartite_graph_from_edge_node_prefixes(Function predict_bipartite_graph_from_edge_node_types has 12 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_bipartite_graph_from_edge_node_types(Function predict_proba has 12 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_proba(Function predict has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring. Open
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def predict(
self,
graph: Graph,
support: Optional[Graph] = None,
node_features: Optional[- Read upRead up
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 predict_clique_graph_from_node_ids has 11 arguments (exceeds 4 allowed). Consider refactoring. Open
Open
def predict_clique_graph_from_node_ids(Function predict_clique_graph_from_node_type_names has 11 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_clique_graph_from_node_type_names(Function predict_clique_graph_from_node_prefixes has 11 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_clique_graph_from_node_prefixes(Function predict_clique_graph_from_node_names has 11 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict_clique_graph_from_node_names(Function predict has 10 arguments (exceeds 4 allowed). Consider refactoring. Open
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def predict(Function _evaluate has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
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def _evaluate(
self,
graph: Graph,
train: Graph,
test: Graph,- Read upRead up
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 fit has 7 arguments (exceeds 4 allowed). Consider refactoring. Open
Open
def fit(Function split_graph_following_evaluation_schema has 7 arguments (exceeds 4 allowed). Consider refactoring. Open
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def split_graph_following_evaluation_schema(Avoid deeply nested control flow statements. Open
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if separator in dst:
dst = dst.replace("\"", "\\\"")
dst = f"\"{dst}\""
else:Avoid deeply nested control flow statements. Open
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if separator in src:
src = src.replace("\"", "\\\"")
src = f"\"{src}\""
if separator in dst: