tensorflow / odml-pathways
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 139 units with 1,365 lines of code in units (14.1% 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)
    • 139 very simple units (1,365 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
kt0% | 0% | 0% | 0% | 100%
swift0% | 0% | 0% | 0% | 100%
js0% | 0% | 0% | 0% | 100%
java0% | 0% | 0% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
product-search/codelab20% | 0% | 0% | 0% | 100%
TextClassificationOnMobile/iOS0% | 0% | 0% | 0% | 100%
product-search/codelab10% | 0% | 0% | 0% | 100%
comment-spam/codelab20% | 0% | 0% | 0% | 100%
ImageClassificationMobile/ios0% | 0% | 0% | 0% | 100%
TextClassificationOnMobile/Android0% | 0% | 0% | 0% | 100%
object-detection/codelab20% | 0% | 0% | 0% | 100%
comment-spam/codelab10% | 0% | 0% | 0% | 100%
audio_classification/codelab20% | 0% | 0% | 0% | 100%
ImageClassificationMobile/android0% | 0% | 0% | 0% | 100%
audio_classification/codelab10% | 0% | 0% | 0% | 100%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
override fun onCreate()
in audio_classification/codelab2/android/final/app/src/main/java/com/example/mysoundclassification/MainActivity.kt
36 4 1
func loadVocab()
in TextClassificationOnMobile/iOS/TextClassificationStep3/TextClassificationStep3/ViewController.swift
18 4 0
func convert_sentence()
in TextClassificationOnMobile/iOS/TextClassificationStep3/TextClassificationStep3/ViewController.swift
18 4 1
func classify()
in TextClassificationOnMobile/iOS/TextClassificationStep3/TextClassificationStep3/ViewController.swift
31 4 1
func loadVocab()
in TextClassificationOnMobile/iOS/TextClassificationStep2/TextClassificationStep2/ViewController.swift
18 4 0
func convert_sentence()
in TextClassificationOnMobile/iOS/TextClassificationStep2/TextClassificationStep2/ViewController.swift
18 4 1
func classify()
in TextClassificationOnMobile/iOS/TextClassificationStep2/TextClassificationStep2/ViewController.swift
31 4 1
function tokenize()
in comment-spam/codelab2/web/final/www/script.js
13 4 1
function tokenize()
in comment-spam/codelab2/web/starter/www/script.js
13 4 1
function tokenize()
in comment-spam/codelab1/web/final/www/script.js
13 4 1
async function loadAndPredict()
in comment-spam/codelab2/web/final/www/script.js
18 3 2
async function loadAndPredict()
in comment-spam/codelab2/web/starter/www/script.js
18 3 2
async function loadAndPredict()
in comment-spam/codelab1/web/final/www/script.js
18 3 2
override fun onActivityResult()
in object-detection/codelab2/android/final/app/src/main/java/org/tensorflow/codelabs/objectdetection/MainActivity.kt
8 3 3
override fun onActivityResult()
in object-detection/codelab2/android/starter/app/src/main/java/org/tensorflow/codelabs/objectdetection/MainActivity.kt
8 3 3
override fun onCreate()
in audio_classification/codelab2/android/starter/app/src/main/java/com/example/mysoundclassification/MainActivity.kt
27 2 1
override fun onCreate()
in audio_classification/codelab1/android/final/app/src/main/java/com/example/mysoundclassification/MainActivity.kt
30 2 1
override fun onCreate()
in TextClassificationOnMobile/Android/TextClassificationStep3/app/src/main/java/com/google/devrel/textclassificationstep3/MainActivity.kt
19 2 1
public void load()
in TextClassificationOnMobile/Android/TextClassificationStep3/app/src/main/java/com/google/devrel/textclassificationstep3/helpers/TextClassificationClient.java
7 2 0
override fun onCreate()
in TextClassificationOnMobile/Android/TextClassificationStep2/app/src/main/java/com/google/devrel/textclassificationstep2/MainActivity.kt
19 2 1