aws-samples / amazon-sagemaker-to-aws-lambda-pipeline-blogpost
Conditional Complexity

The distribution of complexity of units (measured with McCabe index).

Intro
  • Conditional complexity (also called cyclomatic complexity) is a term used to measure the complexity of software. The term refers to the number of possible paths through a program function. A higher value ofter means higher maintenance and testing costs (infosecinstitute.com).
  • Conditional complexity is calculated by counting all conditions in the program that can affect the execution path (e.g. if statement, loops, switches, and/or operators, try and catch blocks...).
  • Conditional complexity is measured at the unit level (methods, functions...).
  • Units are classified in four categories based on the measured McCabe index: 1-5 (simple units), 6-10 (medium complex units), 11-25 (complex units), 26+ (very complex units).
Learn more...
Conditional Complexity Overall
  • There are 7 units with 85 lines of code in units (10.9% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 0 medium complex units (0 lines of code)
    • 1 simple units (21 lines of code)
    • 6 very simple units (64 lines of code)
0% | 0% | 0% | 24% | 75%
Legend:
51+
26-50
11-25
6-10
1-5
Alternative Visuals
Conditional Complexity per Extension
51+
26-50
11-25
6-10
1-5
py0% | 0% | 0% | 24% | 75%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
lambdachecker0% | 0% | 0% | 24% | 75%
Most Complex Units
Top 7 most complex units
Unit# linesMcCabe index# params
def text_to_word_sequence()
in lambdachecker/sms_spam_classifier_utilities.py
 21 10 2
def handler()
in lambdachecker/lambda_function.py
 19 4 2
def vectorize_sequences()
in lambdachecker/sms_spam_classifier_utilities.py
 5 2 2
def one_hot_encode()
in lambdachecker/sms_spam_classifier_utilities.py
 6 2 2
def hashing_trick()
in lambdachecker/sms_spam_classifier_utilities.py
 14 2 4
def one_hot()
in lambdachecker/sms_spam_classifier_utilities.py
 9 1 3
def response()
in lambdachecker/lambda_function.py
 11 1 2