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IlyaGusev/rulm

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self_instruct/src/dataset.py

Summary

Maintainability
A
3 hrs
Test Coverage

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

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

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

        def convert_record(self, record):
        conversation = Conversation.from_template(self.templates_path)
        conversation.expand(record["messages"])

        input_ids, labels = [], []
    Severity: Minor
    Found in self_instruct/src/dataset.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 __init__ has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
    Open

        def __init__(
        self,
        original_records: List[Dict],
        tokenizer: AutoTokenizer,
        max_tokens_count: int,
    Severity: Minor
    Found in self_instruct/src/dataset.py - About 35 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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