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nigroup/nideep

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nideep/datasets/dataset_utils.py

Summary

Maintainability
A
1 hr
Test Coverage

Function get_labels_lut has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
Open

def get_labels_lut(labels_list, labels_subset):
    """
    Generate a look-up-table for mapping labels from a list to a subset
    Unmapped labels are mapped to class id zero.
    Can be used for selecting a subset of classes and grouping everything else.
Severity: Minor
Found in nideep/datasets/dataset_utils.py - About 55 mins 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_train_val_split_from_names has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

def get_train_val_split_from_names(src, val_list):
    """
    Get indices split for train and validation entity names subset

    src -- list of all entities in dataset
Severity: Minor
Found in nideep/datasets/dataset_utils.py - About 35 mins 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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