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tensorflow/models

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orbit/actions/new_best_metric.py

Summary

Maintainability
A
1 hr
Test Coverage

Function __init__ has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Open

  def __init__(self,
               initial_value: Any,
               filename: str,
               write_value: bool = True):
    """Initializes the instance.
Severity: Minor
Found in orbit/actions/new_best_metric.py - About 45 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 test has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

  def test(self, output: runner.Output) -> bool:
    """Tests `output` to see if it contains a new best metric value.

    If `output` does contain a new best metric value, this method does *not*
    save it (i.e., calling this method multiple times in a row with the same
Severity: Minor
Found in orbit/actions/new_best_metric.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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