iterative/dvc

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File plots.py has 337 lines of code (exceeds 250 allowed). Consider refactoring.
Open

import argparse
import os
from typing import TYPE_CHECKING, Optional

from funcy import compact, first, get_in
Severity: Minor
Found in dvc/commands/plots.py - About 4 hrs to fix

    TabularData has 32 functions (exceeds 20 allowed). Consider refactoring.
    Open

    class TabularData(MutableSequence[Sequence["CellT"]]):
        def __init__(self, columns: Sequence[str], fill_value: Optional[str] = ""):
            self._columns: dict[str, Column] = {name: Column() for name in columns}
            self._keys: list[str] = list(columns)
            self._fill_value = fill_value
    Severity: Minor
    Found in dvc/compare.py - About 4 hrs to fix

      File show.py has 330 lines of code (exceeds 250 allowed). Consider refactoring.
      Open

      import typing
      from collections import Counter
      from collections.abc import Iterable
      from typing import Optional, Union
      
      
      Severity: Minor
      Found in dvc/api/show.py - About 3 hrs to fix

        File config_schema.py has 330 lines of code (exceeds 250 allowed). Consider refactoring.
        Open

        import os
        from urllib.parse import urlparse
        
        from funcy import once, walk_values
        from voluptuous import (
        Severity: Minor
        Found in dvc/config_schema.py - About 3 hrs to fix

          Function format has a Cognitive Complexity of 27 (exceeds 5 allowed). Consider refactoring.
          Open

              def format(self, record) -> str:  # noqa: C901
                  record.message = record.getMessage()
                  msg = self.formatMessage(record)
          
                  if record.levelno == logging.INFO:
          Severity: Minor
          Found in dvc/logger.py - About 3 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 _check_blockers has a Cognitive Complexity of 27 (exceeds 5 allowed). Consider refactoring.
          Open

          def _check_blockers(tmp_dir, lock, info, *, mode, waiters):  # noqa: C901, PLR0912
              from .lock import LockError
          
              non_existing_pid = set()
          
          
          Severity: Minor
          Found in dvc/rwlock.py - About 3 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 run has a Cognitive Complexity of 27 (exceeds 5 allowed). Consider refactoring.
          Open

          def run(  # noqa: C901, PLR0912
              repo,
              targets: Optional[Iterable[str]] = None,
              params: Optional[Iterable[str]] = None,
              run_all: bool = False,
          Severity: Minor
          Found in dvc/repo/experiments/run.py - About 3 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

          File datasets.py has 328 lines of code (exceeds 250 allowed). Consider refactoring.
          Open

          import os
          from collections.abc import Iterator, Mapping
          from datetime import datetime
          from functools import cached_property
          from pathlib import Path
          Severity: Minor
          Found in dvc/repo/datasets.py - About 3 hrs to fix

            File dvcfile.py has 328 lines of code (exceeds 250 allowed). Consider refactoring.
            Open

            import contextlib
            import os
            from typing import TYPE_CHECKING, Any, Callable, ClassVar, Optional, TypeVar, Union
            
            from dvc.exceptions import DvcException
            Severity: Minor
            Found in dvc/dvcfile.py - About 3 hrs to fix

              File remote_tests.py has 323 lines of code (exceeds 250 allowed). Consider refactoring.
              Open

              import os
              import shutil
              
              import pytest
              
              
              Severity: Minor
              Found in dvc/testing/remote_tests.py - About 3 hrs to fix

                Function gc has a Cognitive Complexity of 26 (exceeds 5 allowed). Consider refactoring.
                Open

                def gc(  # noqa: PLR0913, C901
                    self: "Repo",
                    all_branches: bool = False,
                    cloud: bool = False,
                    remote: Optional[str] = None,
                Severity: Minor
                Found in dvc/repo/gc.py - About 3 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 ls has a Cognitive Complexity of 26 (exceeds 5 allowed). Consider refactoring.
                Open

                    def ls(self, path, detail=True, dvc_only=False, **kwargs):  # noqa: C901
                        key = self._get_key_from_relative(path)
                        repo, dvc_fs, subkey = self._get_subrepo_info(key)
                
                        dvc_infos = {}
                Severity: Minor
                Found in dvc/fs/dvc.py - About 3 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 drop_duplicates has a Cognitive Complexity of 26 (exceeds 5 allowed). Consider refactoring.
                Open

                    def drop_duplicates(  # noqa: C901
                        self,
                        axis: str = "rows",
                        subset: Optional[Iterable[str]] = None,
                        ignore_empty: bool = True,
                Severity: Minor
                Found in dvc/compare.py - About 3 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

                File show.py has 321 lines of code (exceeds 250 allowed). Consider refactoring.
                Open

                from collections import Counter, defaultdict
                from collections.abc import Iterable, Iterator, Mapping
                from datetime import date, datetime
                from typing import TYPE_CHECKING, Any, Literal, NamedTuple, Optional, Union
                
                
                Severity: Minor
                Found in dvc/repo/experiments/show.py - About 3 hrs to fix

                  _DVCFileSystem has 30 functions (exceeds 20 allowed). Consider refactoring.
                  Open

                  class _DVCFileSystem(AbstractFileSystem):
                      cachable = False
                      root_marker = "/"
                  
                      def __init__(  # noqa: PLR0913
                  Severity: Minor
                  Found in dvc/fs/dvc.py - About 3 hrs to fix

                    Function dropna has a Cognitive Complexity of 25 (exceeds 5 allowed). Consider refactoring.
                    Open

                        def dropna(  # noqa: C901, PLR0912
                            self,
                            axis: str = "rows",
                            how="any",
                            subset: Optional[Iterable[str]] = None,
                    Severity: Minor
                    Found in dvc/compare.py - About 3 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

                    File data_cloud.py has 310 lines of code (exceeds 250 allowed). Consider refactoring.
                    Open

                    """Manages dvc remotes that user can use with push/pull/status commands."""
                    
                    from collections.abc import Iterable
                    from typing import TYPE_CHECKING, Optional
                    
                    
                    Severity: Minor
                    Found in dvc/data_cloud.py - About 3 hrs to fix

                      Function remove has a Cognitive Complexity of 24 (exceeds 5 allowed). Consider refactoring.
                      Open

                      def remove(  # noqa: C901, PLR0912
                          repo: "Repo",
                          exp_names: Union[None, str, list[str]] = None,
                          rev: Optional[Union[list[str], str]] = None,
                          all_commits: bool = False,
                      Severity: Minor
                      Found in dvc/repo/experiments/remove.py - About 3 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 _clone_default_branch has a Cognitive Complexity of 24 (exceeds 5 allowed). Consider refactoring.
                      Open

                      def _clone_default_branch(url, rev):  # noqa: PLR0912
                          """Get or create a clean clone of the url.
                      
                          The cloned is reactualized with git pull unless rev is a known sha.
                          """
                      Severity: Minor
                      Found in dvc/repo/open_repo.py - About 3 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

                      File utils.py has 308 lines of code (exceeds 250 allowed). Consider refactoring.
                      Open

                      import os
                      import random
                      import sys
                      from collections import defaultdict
                      from collections.abc import Generator, Iterable, Mapping
                      Severity: Minor
                      Found in dvc/repo/experiments/utils.py - About 3 hrs to fix
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