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iterative/dvc

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dvc/commands/experiments/show.py

Summary

Maintainability
B
6 hrs
Test Coverage

File show.py has 286 lines of code (exceeds 250 allowed). Consider refactoring.
Open

import argparse
import re
from collections.abc import Iterable
from datetime import date, datetime
from typing import TYPE_CHECKING
Severity: Minor
Found in dvc/commands/experiments/show.py - About 2 hrs to fix

    Function show_experiments has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.
    Open

    def show_experiments(
    td: "TabularData",
    headers: dict[str, Iterable[str]],
    keep=None,
    drop=None,
    Severity: Minor
    Found in dvc/commands/experiments/show.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 show_experiments has 8 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def show_experiments(
    Severity: Major
    Found in dvc/commands/experiments/show.py - About 1 hr to fix

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

          def run(self):
        from dvc.repo.experiments.show import tabulate

        try:
            exps = self.repo.experiments.show(
      Severity: Minor
      Found in dvc/commands/experiments/show.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

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