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q-optimize/c3

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c3/main.py

Summary

Maintainability
A
2 hrs
Test Coverage

Cyclomatic complexity is too high in function run_cfg. (23)
Open

def run_cfg(cfg, opt_config_filename, debug=False):
    """Execute an optimization problem described in the cfg file.

    Parameters
    ----------
Severity: Minor
Found in c3/main.py by radon

Cyclomatic Complexity

Cyclomatic Complexity corresponds to the number of decisions a block of code contains plus 1. This number (also called McCabe number) is equal to the number of linearly independent paths through the code. This number can be used as a guide when testing conditional logic in blocks.

Radon analyzes the AST tree of a Python program to compute Cyclomatic Complexity. Statements have the following effects on Cyclomatic Complexity:

Construct Effect on CC Reasoning
if +1 An if statement is a single decision.
elif +1 The elif statement adds another decision.
else +0 The else statement does not cause a new decision. The decision is at the if.
for +1 There is a decision at the start of the loop.
while +1 There is a decision at the while statement.
except +1 Each except branch adds a new conditional path of execution.
finally +0 The finally block is unconditionally executed.
with +1 The with statement roughly corresponds to a try/except block (see PEP 343 for details).
assert +1 The assert statement internally roughly equals a conditional statement.
Comprehension +1 A list/set/dict comprehension of generator expression is equivalent to a for loop.
Boolean Operator +1 Every boolean operator (and, or) adds a decision point.

Source: http://radon.readthedocs.org/en/latest/intro.html

Function run_cfg has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
Open

def run_cfg(cfg, opt_config_filename, debug=False):
    """Execute an optimization problem described in the cfg file.

    Parameters
    ----------
Severity: Minor
Found in c3/main.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

Refactor this function to reduce its Cognitive Complexity from 25 to the 15 allowed.
Open

def run_cfg(cfg, opt_config_filename, debug=False):
Severity: Critical
Found in c3/main.py by sonar-python

Cognitive Complexity is a measure of how hard the control flow of a function is to understand. Functions with high Cognitive Complexity will be difficult to maintain.

See

Merge this if statement with the enclosing one.
Open

            if "adjust_exp" in cfg:
Severity: Major
Found in c3/main.py by sonar-python

Merging collapsible if statements increases the code's readability.

Noncompliant Code Example

if condition1:
    if condition2:
        # ...

Compliant Solution

if condition1 and condition2:
    # ...

Either remove or fill this block of code.
Invalid

                pass
Severity: Major
Found in c3/main.py by sonar-python

Most of the time a block of code is empty when a piece of code is really missing. So such empty block must be either filled or removed.

Noncompliant Code Example

for i in range(3):
    pass

Exceptions

When a block contains a comment, this block is not considered to be empty.

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