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dvc/repo/experiments/executor/base.py

Summary

Maintainability
F
3 days
Test Coverage

File base.py has 707 lines of code (exceeds 250 allowed). Consider refactoring.
Open

import logging
import os
import pickle
import shutil
from abc import ABC, abstractmethod
Severity: Major
Found in dvc/repo/experiments/executor/base.py - About 1 day to fix

    BaseExecutor has 24 functions (exceeds 20 allowed). Consider refactoring.
    Open

    class BaseExecutor(ABC):
    """Base class for executing experiments in parallel.

    Parameters:
        root_dir: Path to SCM root.
    Severity: Minor
    Found in dvc/repo/experiments/executor/base.py - About 2 hrs to fix

      Function commit has a Cognitive Complexity of 17 (exceeds 5 allowed). Consider refactoring.
      Open

          def commit(
        cls,
        scm: "Git",
        exp_hash: str,
        exp_name: Optional[str] = None,
      Severity: Minor
      Found in dvc/repo/experiments/executor/base.py - About 2 hrs 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 _repro_dvc has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.
      Open

          def _repro_dvc(
        cls,
        info: "ExecutorInfo",
        infofile: Optional[str] = None,
        log_errors: bool = True,
      Severity: Minor
      Found in dvc/repo/experiments/executor/base.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 save has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring.
      Open

          def save(
        cls,
        info: "ExecutorInfo",
        targets: Optional[Iterable[str]] = None,
        recursive: bool = False,
      Severity: Minor
      Found in dvc/repo/experiments/executor/base.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 9 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(
      Severity: Major
      Found in dvc/repo/experiments/executor/base.py - About 1 hr to fix

        Function reproduce has 9 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def reproduce(
        Severity: Major
        Found in dvc/repo/experiments/executor/base.py - About 1 hr to fix

          Function reproduce has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
          Open

              def reproduce(
        cls,
        info: "ExecutorInfo",
        rev: str,
        queue: Optional["Queue"] = None,
          Severity: Minor
          Found in dvc/repo/experiments/executor/base.py - About 55 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 _repro_dvc has 6 arguments (exceeds 4 allowed). Consider refactoring.
          Open

              def _repro_dvc(
          Severity: Minor
          Found in dvc/repo/experiments/executor/base.py - About 45 mins to fix

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

                def init_git(
            Severity: Minor
            Found in dvc/repo/experiments/executor/base.py - About 45 mins to fix

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

                  def commit(
              Severity: Minor
              Found in dvc/repo/experiments/executor/base.py - About 45 mins to fix

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

                    def save(
                Severity: Minor
                Found in dvc/repo/experiments/executor/base.py - About 45 mins to fix

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

                      def fetch_exps(
                  Severity: Minor
                  Found in dvc/repo/experiments/executor/base.py - About 35 mins to fix

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

                        def _repro_commit(
                    Severity: Minor
                    Found in dvc/repo/experiments/executor/base.py - About 35 mins to fix

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