durandtibo/startorch

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Function transform has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
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    def transform(
        self,
        data: dict[Hashable, torch.Tensor],
        *,
        rng: torch.Transformer | None = None,  # noqa: ARG002
Severity: Minor
Found in src/startorch/transformer/selection.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

Function benchmark_data_loading has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def benchmark_data_loading(dataset: BaseDataset) -> float:
    r"""Benchmark the time to load the data from the dataset.

    Args:
        dataset: The dataset to benchmark.
Severity: Minor
Found in benchmark/shard_loading.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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