aws-samples / amazon-kinesis-data-analytics-for-pyflink-applications
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 12 units with 114 lines of code in units (76.0% 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)
    • 0 simple units (0 lines of code)
    • 12 very simple units (114 lines of code)
0% | 0% | 0% | 0% | 100%
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% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
lambda-functions0% | 0% | 0% | 0% | 100%
PythonKafkaSink0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 12 most complex units
Unit# linesMcCabe index# params
def lambda_handler()
in lambda-functions/kfpLambdaCustomMSKConfig.py
 16 3 2
def lambda_handler()
in lambda-functions/kfpLambdaConsumerSNS.py
 12 3 2
def property_map()
in PythonKafkaSink/main.py
 4 3 2
def lambda_handler()
in lambda-functions/kfpLambdaStreamProducer.py
 16 2 2
def send()
in lambda-functions/kfpLambdaCustomMSKConfig.py
 22 2 5
def app_properties()
in PythonKafkaSink/main.py
 11 2 0
def create_table_input()
in PythonKafkaSink/main.py
 2 1 3
def create_table_output_kafka()
in PythonKafkaSink/main.py
 2 1 3
def create_table_output_s3()
in PythonKafkaSink/main.py
 2 1 2
def insert_stream_sns()
in PythonKafkaSink/main.py
 2 1 2
def insert_stream_s3()
in PythonKafkaSink/main.py
 2 1 2
def main()
in PythonKafkaSink/main.py
 23 1 0