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iterative/dvc

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dvc/utils/hydra.py

Summary

Maintainability
A
1 hr
Test Coverage

Function compose_and_dump has 6 arguments (exceeds 4 allowed). Consider refactoring.
Open

def compose_and_dump(
Severity: Minor
Found in dvc/utils/hydra.py - About 45 mins to fix

    Function get_hydra_sweeps has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
    Open

    def get_hydra_sweeps(path_overrides):
    from hydra._internal.core_plugins.basic_sweeper import BasicSweeper
    from hydra.core.override_parser.types import ValueType

    path_sweeps = {}
    Severity: Minor
    Found in dvc/utils/hydra.py - About 25 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"

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