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WenjieDu/PyPOTS

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pypots/optim/lr_scheduler/base.py

Summary

Maintainability
A
1 hr
Test Coverage

Function init_scheduler has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
Open

    def init_scheduler(self, optimizer):
        """Initialize the scheduler. This method should be called in
        :class:`pypots.optim.base.Optimizer.init_optimizer()` to initialize the scheduler together with the optimizer.

        Parameters
Severity: Minor
Found in pypots/optim/lr_scheduler/base.py - About 1 hr 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 step has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def step(self):
        """Step could be called after every batch update.
        This should be called in :class:`pypots.optim.base.Optimizer.step()` after
        :class:`pypots.optim.base.Optimizer.torch_optimizer.step()`.
        """
Severity: Minor
Found in pypots/optim/lr_scheduler/base.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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