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HunterMcGushion/hyperparameter_hunter

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hyperparameter_hunter/keys/hashing.py

Summary

Maintainability
A
3 hrs
Test Coverage

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

def hash_callable(
    obj,
    ignore_line_comments=True,
    ignore_first_line=False,
    ignore_module=False,
Severity: Minor
Found in hyperparameter_hunter/keys/hashing.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 to_hashable has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Open

def to_hashable(obj, **kwargs):
    """Format the input `obj` to be hashable

    Parameters
    ----------
Severity: Minor
Found in hyperparameter_hunter/keys/hashing.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

Avoid too many return statements within this function.
Open

    return obj
Severity: Major
Found in hyperparameter_hunter/keys/hashing.py - About 30 mins to fix

    Avoid too many return statements within this function.
    Open

            return (tuple(pd.util.hash_pandas_object(obj, index=True)), tuple(obj.columns))
    Severity: Major
    Found in hyperparameter_hunter/keys/hashing.py - About 30 mins to fix

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