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Unbabel/OpenKiwi

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kiwi/data/datasets/parallel_dataset.py

Summary

Maintainability
B
5 hrs
Test Coverage
A
90%

Function build has a Cognitive Complexity of 32 (exceeds 5 allowed). Consider refactoring.
Open

    def build(
        config: Config, directory=None, train=False, valid=False, test=False, split=0
    ):
        """Build training, validation, and test datasets.
Severity: Minor
Found in kiwi/data/datasets/parallel_dataset.py - About 4 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 build has 6 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def build(
Severity: Minor
Found in kiwi/data/datasets/parallel_dataset.py - About 45 mins to fix

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