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IlyaGusev/rulm

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self_instruct/src/data_processing/improve_instructions.py

Summary

Maintainability
B
6 hrs
Test Coverage

Function improve_instructions has 15 arguments (exceeds 4 allowed). Consider refactoring.
Open

def improve_instructions(
Severity: Major
Found in self_instruct/src/data_processing/improve_instructions.py - About 1 hr to fix

    Function process_batch has 10 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def process_batch(
    Severity: Major
    Found in self_instruct/src/data_processing/improve_instructions.py - About 1 hr to fix

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

      def evolve_batch(
    original_tasks,
    model_name,
    decoding_args,
    depth_template_path: str = None,
      Severity: Minor
      Found in self_instruct/src/data_processing/improve_instructions.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 evolve_batch has 9 arguments (exceeds 4 allowed). Consider refactoring.
      Open

      def evolve_batch(
      Severity: Major
      Found in self_instruct/src/data_processing/improve_instructions.py - About 1 hr to fix

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

        def improve_instructions(
    original_tasks_path,
    output_path,
    depth_template_path,
    depth_methods_path,
        Severity: Minor
        Found in self_instruct/src/data_processing/improve_instructions.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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