microsoft / vscode-tools-for-ai
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 8 units with 80 lines of code in units (41.7% 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)
    • 8 very simple units (80 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
mnist-vscode-docs-sample0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 8 most complex units
Unit# linesMcCabe index# params
def get_AMLRun()
in mnist-vscode-docs-sample/amlrun.py
 7 2 0
def download_data()
in mnist-vscode-docs-sample/prepare.py
 6 2 2
def load_data()
in mnist-vscode-docs-sample/prepare.py
 13 2 2
def load_data()
in mnist-vscode-docs-sample/utils.py
 13 2 2
def prepare_data()
in mnist-vscode-docs-sample/utils.py
 25 2 2
def init()
in mnist-vscode-docs-sample/score.py
 9 1 0
def run()
in mnist-vscode-docs-sample/score.py
 5 1 1
def one_hot_encode()
in mnist-vscode-docs-sample/utils.py
 2 1 2