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debatelab/deepa2

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deepa2/datastructures.py

Summary

Maintainability
A
3 hrs
Test Coverage
A
95%

File datastructures.py has 273 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""Basic data structures"""

from abc import ABC
import dataclasses
import logging
Severity: Minor
Found in deepa2/datastructures.py - About 2 hrs to fix

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

        def from_batch(cls, batched_data: Dict[str, List]):
        """Unbatches data and returns a DeepA2Item"""
        unbatched_data = {k: v[0] for k, v in batched_data.items()}

        for field in dataclasses.fields(cls):
    Severity: Minor
    Found in deepa2/datastructures.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"

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