aws-samples / aws-sagemaker-using-sap-data-blog
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 10 units with 159 lines of code in units (29.6% 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)
    • 2 simple units (58 lines of code)
    • 8 very simple units (101 lines of code)
0% | 0% | 0% | 36% | 63%
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% | 36% | 63%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
scripts0% | 0% | 0% | 36% | 63%
Most Complex Units
Top 10 most complex units
Unit# linesMcCabe index# params
def _get_secret()
in scripts/sap-data-extraction.py
29 6 0
def _get_secret()
in scripts/sap-data-import.py
29 6 0
def _extract()
in scripts/sap-data-extraction.py
28 5 1
def _make_http_call_to_sap()
in scripts/sap-data-extraction.py
20 4 2
def _import_json()
in scripts/sap-data-import.py
22 4 0
def _athenaJson()
in scripts/sap-data-extraction.py
2 2 1
def _get_base_url()
in scripts/sap-data-extraction.py
5 2 0
def _get_base_url()
in scripts/sap-data-import.py
5 2 0
def _setResponse()
in scripts/sap-data-extraction.py
9 1 4
def _get_data()
in scripts/sap-data-import.py
10 1 0