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migraf/fhir-kindling

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fhir_kindling/privacy/k_anonymity.py

Summary

Maintainability
A
2 hrs
Test Coverage

Function anonymize has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

def anonymize(df: pd.DataFrame, k: int = 3, id_cols: List[str] = None) -> pd.DataFrame:
    """
    Attempts to generalize the given dataframe to make it k-anonymized

    :param df: dataframe to check
Severity: Minor
Found in fhir_kindling/privacy/k_anonymity.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 _make_k_anon_query_for_row has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
Open

def _make_k_anon_query_for_row(
    row: pd.Series,
    df: pd.DataFrame,
    excluded_cols: List[str] = None,
    id_cols: List[str] = None,
Severity: Minor
Found in fhir_kindling/privacy/k_anonymity.py - About 55 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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