File base.py
has 594 lines of code (exceeds 250 allowed). Consider refactoring. Open
import os
from abc import ABC, abstractmethod
from collections.abc import Collection, Generator, Iterable, Mapping
from dataclasses import asdict, dataclass
from typing import TYPE_CHECKING, Any, NamedTuple, Optional, Union
Function match_queue_entry_by_name
has a Cognitive Complexity of 23 (exceeds 5 allowed). Consider refactoring. Open
def match_queue_entry_by_name(
self,
exp_names: Collection[str],
*entries: Iterable[Union[QueueEntry, QueueDoneResult]],
) -> dict[str, Optional[QueueEntry]]:
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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
BaseStashQueue
has 26 functions (exceeds 20 allowed). Consider refactoring. Open
class BaseStashQueue(ABC):
"""Naive Git-stash based experiment queue.
Maps queued experiments to (Git) stash reflog entries.
"""
Function _update_params
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
def _update_params(self, params: dict[str, list[str]]):
"""Update param files with the provided `Hydra Override`_ patterns.
Args:
params: Dict mapping paths to `Hydra Override`_ patterns,
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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 _stash_exp
has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def _stash_exp(
Function init_executor
has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def init_executor(
Function status
has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def status(self) -> list[dict[str, Any]]:
"""Show the status of exp tasks in queue"""
from datetime import datetime
result: list[dict[str, Optional[str]]] = []
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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 active_repo
has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def active_repo(self, name: str) -> "Repo":
"""Return a Repo for the specified active experiment if it exists."""
from dvc.exceptions import DvcException
from dvc.repo import Repo
from dvc.repo.experiments.exceptions import (
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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"