aws-samples / amazon-emr-optimize-data-processing
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 73 units with 501 lines of code in units (67.8% 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)
    • 73 very simple units (501 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
java0% | 0% | 0% | 0% | 100%
scala0% | 0% | 0% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
sample-kinesis-producer/src/main/java/com/optimize/downstream/samplekinesisproducer0% | 0% | 0% | 0% | 100%
sample-kinesis-producer/src/main/java/com/optimize/downstream/sensors0% | 0% | 0% | 0% | 100%
kinesis-lambda/src/main/java/com/optimize/downstream/lambda0% | 0% | 0% | 0% | 100%
spark-process/src/main/scala/com/optimize/downstream/process0% | 0% | 0% | 0% | 100%
kinesis-lambda/src/main/java/com/optimize/downstream/additionaldata0% | 0% | 0% | 0% | 100%
sample-kinesis-producer/src/main/java/com/optimize/downstream/datagenerator0% | 0% | 0% | 0% | 100%
sample-kinesis-producer/src/main/java/com/optimize/downstream/entry0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
public void run()
in sample-kinesis-producer/src/main/java/com/optimize/downstream/samplekinesisproducer/IOTDeviceProducerToBlockingQueue.java
24 5 0
private String mergeJsonStrings()
in kinesis-lambda/src/main/java/com/optimize/downstream/lambda/ProcessKinesisRecords.java
18 4 2
def main()
in spark-process/src/main/scala/com/optimize/downstream/process/ProcessFilesFromS3AndConvertToParquet.scala
42 3 1
public Void handleRequest()
in kinesis-lambda/src/main/java/com/optimize/downstream/lambda/ProcessKinesisRecords.java
34 3 2
public static void main()
in sample-kinesis-producer/src/main/java/com/optimize/downstream/entry/Main.java
22 3 1
public void run()
in sample-kinesis-producer/src/main/java/com/optimize/downstream/samplekinesisproducer/IOTDeviceConsumerFromBlockingQueueToKinesisStreams.java
18 3 0
private void pushToKinesis()
in sample-kinesis-producer/src/main/java/com/optimize/downstream/samplekinesisproducer/IOTDeviceConsumerFromBlockingQueueToKinesisStreams.java
16 3 1
private ArrayList getAdditionalData()
in kinesis-lambda/src/main/java/com/optimize/downstream/lambda/ProcessKinesisRecords.java
13 2 0
private String sendToFireHose()
in kinesis-lambda/src/main/java/com/optimize/downstream/lambda/ProcessKinesisRecords.java
17 2 1
private ArrayList getAccelerometerList()
in sample-kinesis-producer/src/main/java/com/optimize/downstream/samplekinesisproducer/IOTDeviceProducerToBlockingQueue.java
19 2 0
private ArrayList getGpsArrayList()
in sample-kinesis-producer/src/main/java/com/optimize/downstream/samplekinesisproducer/IOTDeviceProducerToBlockingQueue.java
14 2 0
private ArrayList getIlluminanceArrayList()
in sample-kinesis-producer/src/main/java/com/optimize/downstream/samplekinesisproducer/IOTDeviceProducerToBlockingQueue.java
11 2 0
private ArrayList getTemperatureSensorArrayList()
in sample-kinesis-producer/src/main/java/com/optimize/downstream/samplekinesisproducer/IOTDeviceProducerToBlockingQueue.java
13 2 0
public ArrayList getDeviceIDS()
in sample-kinesis-producer/src/main/java/com/optimize/downstream/datagenerator/GenerateDataMain.java
10 2 1
public void kickAllWorkers()
in sample-kinesis-producer/src/main/java/com/optimize/downstream/datagenerator/GenerateDataMain.java
9 2 0
public AdditionalIOTData()
in kinesis-lambda/src/main/java/com/optimize/downstream/additionaldata/AdditionalIOTData.java
8 1 3
public String getHashDeviceId()
in kinesis-lambda/src/main/java/com/optimize/downstream/additionaldata/AdditionalIOTData.java
3 1 0
public String getProcessedDate()
in kinesis-lambda/src/main/java/com/optimize/downstream/additionaldata/AdditionalIOTData.java
3 1 0
public List getTestAdditonalDataList()
in kinesis-lambda/src/main/java/com/optimize/downstream/additionaldata/AdditionalIOTData.java
3 1 0
public void setDimension_Y()
in kinesis-lambda/src/main/java/com/optimize/downstream/additionaldata/TestAdditonalData.java
3 1 1