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dvc/repo/experiments/executor/base.py

Summary

Maintainability
D
2 days
Test Coverage

File base.py has 594 lines of code (exceeds 250 allowed). Consider refactoring.
Open

import logging
import os
import pickle
from abc import ABC, abstractmethod
from contextlib import contextmanager
Severity: Major
Found in dvc/repo/experiments/executor/base.py - About 1 day 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 10 (exceeds 5 allowed). Consider refactoring.
    Open

        def _repro_dvc(
        cls,
        info: "ExecutorInfo",
        log_errors: bool = True,
        **kwargs,
    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 reproduce has a Cognitive Complexity of 10 (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 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 fetch_exps has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
    Open

        def fetch_exps(
        self,
        dest_scm: "Git",
        force: bool = False,
        on_diverged: Callable[[str, bool], None] = None,
    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 8 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 _repro_commit has 8 arguments (exceeds 4 allowed). Consider refactoring.
      Open

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

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

            def reproduce(
        Severity: Major
        Found in dvc/repo/experiments/executor/base.py - About 50 mins to fix

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

              def checkpoint_callback(
          Severity: Major
          Found in dvc/repo/experiments/executor/base.py - About 50 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 _repro_commit has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
              Open

                  def _repro_commit(
        cls,
        dvc,
        info,
        stages,
              Severity: Minor
              Found in dvc/repo/experiments/executor/base.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 _from_stash_entry has 5 arguments (exceeds 4 allowed). Consider refactoring.
              Open

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

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