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LucaCappelletti94/italian_csv_type_prediction

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italian_csv_type_prediction/simple_types/float_type.py

Summary

Maintainability
A
2 hrs
Test Coverage
A
100%

Function validate has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def validate(self, candidate, **kwargs) -> bool:
        """Return boolean representing if given candidate matches regex for float values."""
        if str(candidate) == "0":
            return True
        if isinstance(candidate, bool):
Severity: Minor
Found in italian_csv_type_prediction/simple_types/float_type.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

Avoid too many return statements within this function.
Open

            return False
Severity: Major
Found in italian_csv_type_prediction/simple_types/float_type.py - About 30 mins to fix

    Avoid too many return statements within this function.
    Open

                return np.isfinite(candidate)
    Severity: Major
    Found in italian_csv_type_prediction/simple_types/float_type.py - About 30 mins to fix

      Avoid too many return statements within this function.
      Open

                  return False
      Severity: Major
      Found in italian_csv_type_prediction/simple_types/float_type.py - About 30 mins to fix

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