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HunterMcGushion/hyperparameter_hunter

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hyperparameter_hunter/utils/file_utils.py

Summary

Maintainability
B
6 hrs
Test Coverage

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

def print_tree(start_path, depth=-1, pretty=True):
    """Print directory/file tree structure

    Parameters
    ----------
Severity: Minor
Found in hyperparameter_hunter/utils/file_utils.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 __call__ has a Cognitive Complexity of 15 (exceeds 5 allowed). Consider refactoring.
Open

    def __call__(self, wrapped, instance, args, kwargs):
        file = self.file
        file_params = {}

        #################### Locate Parameters File ####################
Severity: Minor
Found in hyperparameter_hunter/utils/file_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 add_to_json has a Cognitive Complexity of 14 (exceeds 5 allowed). Consider refactoring.
Open

def add_to_json(file_path, data_to_add, key=None, condition=None, default=None, append_value=False):
    """Append `data_to_add` to the contents of the .json file specified by `file_path`

    Parameters
    ----------
Severity: Minor
Found in hyperparameter_hunter/utils/file_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

Avoid too many return statements within this function.
Open

        return list(obj)
Severity: Major
Found in hyperparameter_hunter/utils/file_utils.py - About 30 mins to fix

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