File hyperopt_tools.py has 441 lines of code (exceeds 250 allowed). Consider refactoring. Open
import logging
from copy import deepcopy
from datetime import datetime, timezone
from pathlib import Path
from typing import Any, Dict, Iterator, List, Optional, TupleFunction get_result_table has a Cognitive Complexity of 39 (exceeds 5 allowed). Consider refactoring. Open
def get_result_table(config: Config, results: list, total_epochs: int, highlight_best: bool,
print_colorized: bool, remove_header: int) -> str:
"""
Log result table
"""- 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 _params_pretty_print has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring. Open
def _params_pretty_print(
params, space: str, header: str, non_optimized: Optional[Dict] = None) -> None:
if space in params or (non_optimized and space in non_optimized):
space_params = HyperoptTools._space_params(params, space, 5)- 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 export_csv_file has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring. Open
def export_csv_file(config: Config, results: list, csv_file: str) -> None:
"""
Log result to csv-file
"""
if not results:- 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 export_csv_file has 30 lines of code (exceeds 25 allowed). Consider refactoring. Open
def export_csv_file(config: Config, results: list, csv_file: str) -> None:
"""
Log result to csv-file
"""
if not results:Function get_result_table has 27 lines of code (exceeds 25 allowed). Consider refactoring. Open
def get_result_table(config: Config, results: list, total_epochs: int, highlight_best: bool,
print_colorized: bool, remove_header: int) -> str:
"""
Log result table
"""Function get_result_table has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def get_result_table(config: Config, results: list, total_epochs: int, highlight_best: bool,Function _params_update_for_json has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def _params_update_for_json(result_dict, params, non_optimized, space: str) -> None:
if (space in params) or (space in non_optimized):
space_params = HyperoptTools._space_params(params, space)
space_non_optimized = HyperoptTools._space_params(non_optimized, space)
all_space_params = space_params- 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 show_epoch_details has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def show_epoch_details(results, total_epochs: int, print_json: bool,
no_header: bool = False, header_str: Optional[str] = None) -> None:
"""
Display details of the hyperopt result
"""- 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"