aws-samples / applying-voice-classification-in-amazon-connect-contact-flow
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 60 units with 702 lines of code in units (44.0% 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)
    • 5 simple units (222 lines of code)
    • 55 very simple units (480 lines of code)
0% | 0% | 0% | 31% | 68%
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
java0% | 0% | 0% | 32% | 67%
py0% | 0% | 0% | 34% | 65%
js0% | 0% | 0% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
connect-audio-stream-solution/kvsMLInferenceFunction/src/main/java/com/amazonaws/kvsmlinference0% | 0% | 0% | 32% | 67%
sagemaker-voice-classification/notebook0% | 0% | 0% | 34% | 65%
connect-audio-stream-solution/initContactDetailsFunction0% | 0% | 0% | 0% | 100%
connect-audio-stream-solution/kvsConsumerTriggerFunction0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def main()
in sagemaker-voice-classification/notebook/train.py
74 9 0
private void startKVSToPredictionStreaming()
in connect-audio-stream-solution/kvsMLInferenceFunction/src/main/java/com/amazonaws/kvsmlinference/KVSMLInferenceLambda.java
64 8 4
public static ByteBuffer getByteBufferFromStream()
in connect-audio-stream-solution/kvsMLInferenceFunction/src/main/java/com/amazonaws/kvsmlinference/KVSUtils.java
28 8 5
public static ByteBuffer getByteBufferFromStream()
in connect-audio-stream-solution/kvsMLInferenceFunction/src/main/java/com/amazonaws/kvsmlinference/KVSUtils.java
29 6 6
def __getitem__()
in sagemaker-voice-classification/notebook/coswara_dataset.py
27 6 2
public static String uploadRawAudio()
in connect-audio-stream-solution/kvsMLInferenceFunction/src/main/java/com/amazonaws/kvsmlinference/AudioUtils.java
33 5 7
public void process()
in connect-audio-stream-solution/kvsMLInferenceFunction/src/main/java/com/amazonaws/kvsmlinference/KVSContactTagProcessor.java
19 5 2
public void validate()
in connect-audio-stream-solution/kvsMLInferenceFunction/src/main/java/com/amazonaws/kvsmlinference/AudioPredictionRequest.java
6 5 0
def input_fn()
in sagemaker-voice-classification/notebook/inference.py
36 5 2
public static InputStream getInputStreamFromKVS()
in connect-audio-stream-solution/kvsMLInferenceFunction/src/main/java/com/amazonaws/kvsmlinference/KVSUtils.java
41 4 5
def print_files_in_path()
in sagemaker-voice-classification/notebook/train.py
7 4 1
def __init__()
in sagemaker-voice-classification/notebook/coswara_dataset.py
14 4 6
def train()
in sagemaker-voice-classification/notebook/train.py
22 3 6
def test()
in sagemaker-voice-classification/notebook/train.py
39 3 3
def model_fn()
in sagemaker-voice-classification/notebook/train.py
9 3 1
def model_fn()
in sagemaker-voice-classification/notebook/inference.py
9 3 1
function buildResponse()
in connect-audio-stream-solution/initContactDetailsFunction/contact_init.js
18 2 2
function getTempCredentials()
in connect-audio-stream-solution/initContactDetailsFunction/contact_init.js
18 2 2
public String handleRequest()
in connect-audio-stream-solution/kvsMLInferenceFunction/src/main/java/com/amazonaws/kvsmlinference/KVSMLInferenceLambda.java
12 2 2
public boolean shouldStopProcessing()
in connect-audio-stream-solution/kvsMLInferenceFunction/src/main/java/com/amazonaws/kvsmlinference/KVSContactTagProcessor.java
3 2 0