iterative/dvc

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dvc/repo/experiments/init.py

Summary

Maintainability
B
6 hrs
Test Coverage

Function init has a Cognitive Complexity of 17 (exceeds 5 allowed). Consider refactoring.
Open

def init(
    repo: "Repo",
    name: str = "train",
    type: str = "default",  # pylint: disable=redefined-builtin
    defaults: Dict[str, str] = None,
Severity: Minor
Found in dvc/repo/experiments/init.py - About 2 hrs 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 validate_prompts has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

def validate_prompts(
    repo: "Repo", key: str, value: str
) -> Union[Any, Tuple[Any, str]]:
    from dvc.ui.prompt import InvalidResponse

Severity: Minor
Found in dvc/repo/experiments/init.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 init has 9 arguments (exceeds 4 allowed). Consider refactoring.
Open

def init(
Severity: Major
Found in dvc/repo/experiments/init.py - About 1 hr to fix

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

    def init_interactive(
        defaults: Dict[str, str],
        provided: Dict[str, str],
        validator: Callable[[str, str], Union[str, Tuple[str, str]]] = None,
        live: bool = False,
    Severity: Minor
    Found in dvc/repo/experiments/init.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 init_interactive has 5 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def init_interactive(
    Severity: Minor
    Found in dvc/repo/experiments/init.py - About 35 mins to fix

      Function _prompts has 5 arguments (exceeds 4 allowed). Consider refactoring.
      Open

      def _prompts(
      Severity: Minor
      Found in dvc/repo/experiments/init.py - About 35 mins to fix

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