IBM/pytorchpipe

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Function set_types has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
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    def set_types(self):
        """
        Enables computations on CUDA if GPU is available.
        Sets the default data types.
        """
Severity: Minor
Found in ptp/utils/app_state.py - About 25 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 calculate_accuracy has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def calculate_accuracy(self, data_streams):
        """
        Calculates accuracy equal to mean number of correct classification in a given batch.

        :param data_streams: DataStreams containing the targets.
Severity: Minor
Found in ptp/components/statistics/accuracy_statistics.py - About 25 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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