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zincware/MDSuite

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mdsuite/database/data_manager.py

Summary

Maintainability
D
1 day
Test Coverage

Function batch_generator has a Cognitive Complexity of 48 (exceeds 5 allowed). Consider refactoring.
Open

    def batch_generator(  # noqa: C901
        self,
        dictionary: bool = False,
        system: bool = False,
        remainder: bool = False,
Severity: Minor
Found in mdsuite/database/data_manager.py - About 7 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

File data_manager.py has 304 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""
MDSuite: A Zincwarecode package.

License
-------
Severity: Minor
Found in mdsuite/database/data_manager.py - About 3 hrs to fix

    Function __init__ has 14 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Major
    Found in mdsuite/database/data_manager.py - About 1 hr to fix

      Function ensemble_generator has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
      Open

          def ensemble_generator(self, system: bool = False, glob_data: dict = None) -> tuple:
        """
        Build a generator for the ensemble loop.

        Parameters
      Severity: Minor
      Found in mdsuite/database/data_manager.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 batch_generator has 5 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def batch_generator(  # noqa: C901
      Severity: Minor
      Found in mdsuite/database/data_manager.py - About 35 mins to fix

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