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superset/utils/pandas_postprocessing/utils.py

Summary

Maintainability
A
2 hrs
Test Coverage

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

def validate_column_args(*argnames: str) -> Callable[..., Any]:
    def wrapper(func: Callable[..., Any]) -> Callable[..., Any]:
        def wrapped(df: DataFrame, **options: Any) -> Any:
            if _is_multi_index_on_columns(df):
                # MultiIndex column validate first level
Severity: Minor
Found in superset/utils/pandas_postprocessing/utils.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 _get_aggregate_funcs has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

def _get_aggregate_funcs(
    df: DataFrame,
    aggregates: dict[str, dict[str, Any]],
) -> dict[str, NamedAgg]:
    """
Severity: Minor
Found in superset/utils/pandas_postprocessing/utils.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

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