kiwi/lib/search.py
File search.py
has 558 lines of code (exceeds 250 allowed). Consider refactoring. Open
Open
# OpenKiwi: Open-Source Machine Translation Quality Estimation
# Copyright (C) 2020 Unbabel <openkiwi@unbabel.com>
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as published
Function suggest_train_config
has a Cognitive Complexity of 29 (exceeds 5 allowed). Consider refactoring. Open
Open
def suggest_train_config(self, trial) -> Tuple[train.Configuration, dict]:
"""Use the trial to suggest values to initialize a training configuration.
Arguments:
trial: An Optuna trial to make hyperparameter suggestions.
- Read upRead up
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 parse_base_config
has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
Open
def parse_base_config(cls, v):
if isinstance(v, dict):
try:
return train.Configuration(**v)
except pydantic.error_wrappers.ValidationError as e:
- Read upRead up
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"