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IlyaGusev/rulm

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self_instruct/src/benchmarks/eval_zs_tape.py

Summary

Maintainability
A
2 hrs
Test Coverage

Function predict_saiga_k_shots has 7 arguments (exceeds 4 allowed). Consider refactoring.
Open

def predict_saiga_k_shots(
Severity: Major
Found in self_instruct/src/benchmarks/eval_zs_tape.py - About 50 mins to fix

    Function predict has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
    Open

    def predict(k_shots: pd.DataFrame, test_data: pd.DataFrame, task_name: str, predict_func, batch_size):
    if task_name in ['ru_worldtree', 'ru_openbook']:
        k_shots_pairs = [(OPENBOOK_PROMPT, "B")]
        for row in k_shots.to_dict(orient="records"):
            question = row["question"]
    Severity: Minor
    Found in self_instruct/src/benchmarks/eval_zs_tape.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

    Function predict has 5 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def predict(k_shots: pd.DataFrame, test_data: pd.DataFrame, task_name: str, predict_func, batch_size):
    Severity: Minor
    Found in self_instruct/src/benchmarks/eval_zs_tape.py - About 35 mins to fix

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