Cyclomatic complexity is too high in method dist_abs. (15) Open
def dist_abs(self, src: str, tar: str) -> float:
"""Return the discounted Hamming distance between two strings.
Parameters
----------
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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. |
Function dist_abs
has a Cognitive Complexity of 23 (exceeds 5 allowed). Consider refactoring. Open
def dist_abs(self, src: str, tar: str) -> float:
"""Return the discounted Hamming distance between two strings.
Parameters
----------
- 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
Cyclomatic complexity is too high in class RelaxedHamming. (7) Open
class RelaxedHamming(_Distance):
"""Relaxed Hamming distance.
This is a variant of Hamming distance in which positionally close matches
are considered partially matching.
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- Exclude checks
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. |
Refactor this function to reduce its Cognitive Complexity from 23 to the 15 allowed. Open
def dist_abs(self, src: str, tar: str) -> float:
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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
Too many branches (14/12) Open
def dist_abs(self, src: str, tar: str) -> float:
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Used when a function or method has too many branches, making it hard to follow.
Wrong hanging indentation before block (add 4 spaces). Open
discount: float = 0.2,
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TODO discount: float = 0.2, ^ |
Wrong hanging indentation before block (add 4 spaces). Open
self,
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TODO self, ^ |
Wrong hanging indentation before block (add 4 spaces). Open
maxdist: int = 2,
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TODO maxdist: int = 2, ^ |
Wrong hanging indentation before block (add 4 spaces). Open
**kwargs: Any
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TODO **kwargs: Any ^ |
Wrong hanging indentation before block (add 4 spaces). Open
tokenizer: Optional[_Tokenizer] = None,
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TODO tokenizer: Optional[_Tokenizer] = None, ^ |
Consider using enumerate instead of iterating with range and len Open
for pos in range(len(src)):
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Emitted when code that iterates with range and len is encountered. Such code can be simplified by using the enumerate builtin.