aws-samples / datatype-validation-with-apache-spark
Unit Size

The distribution of size of units (measured in lines of code).

Intro
  • Unit size measurements show the distribution of size of units of code (methods, functions...).
  • Units are classified in four categories based on their size (lines of code): 1-20 (small units), 20-50 (medium size units), 51-100 (long units), 101+ (very long units).
  • You should aim at keeping units small (< 20 lines). Long units may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.
Learn more...
Unit Size Overall
  • There are 20 units with 299 lines of code in units (60.2% of code).
    • 0 very long units (0 lines of code)
    • 0 long units (0 lines of code)
    • 4 medium size units (129 lines of code)
    • 8 small units (124 lines of code)
    • 8 very small units (46 lines of code)
0% | 0% | 43% | 41% | 15%
Legend:
101+
51-100
21-50
11-20
1-10
Unit Size per Extension
101+
51-100
21-50
11-20
1-10
scala0% | 0% | 43% | 41% | 15%
Unit Size per Logical Component
primary logical decomposition
101+
51-100
21-50
11-20
1-10
src/main/scala/com/awsproserve/validation0% | 0% | 44% | 48% | 7%
src/main/scala/com/awsproserve/parser0% | 0% | 52% | 28% | 19%
src/main/scala/com/awsproserve/common0% | 0% | 0% | 0% | 100%
Alternative Visuals
Longest Units
Top 20 longest units
Unit# linesMcCabe index# params
def validateDataTypes()
in src/main/scala/com/awsproserve/validation/Delimited.scala
 46 8 3
def verifyFormatExists()
in src/main/scala/com/awsproserve/parser/DelimitedSchema.scala
 30 7 1
def validate()
in src/main/scala/com/awsproserve/validation/Delimited.scala
 27 3 3
def validateInvalidColumnLength()
in src/main/scala/com/awsproserve/validation/Delimited.scala
 26 3 4
def isNullValue()
in src/main/scala/com/awsproserve/validation/DataType.scala
 18 5 1
def isBigInt()
in src/main/scala/com/awsproserve/validation/DataType.scala
 16 5 3
def isDecimal()
in src/main/scala/com/awsproserve/validation/DataType.scala
 16 5 3
def typeCastDataFrame()
in src/main/scala/com/awsproserve/validation/Delimited.scala
 16 2 2
def parse()
in src/main/scala/com/awsproserve/parser/DelimitedText.scala
 16 2 2
def isDouble()
in src/main/scala/com/awsproserve/validation/DataType.scala
 15 5 3
def isInteger()
in src/main/scala/com/awsproserve/validation/DataType.scala
 14 5 3
def isDate()
in src/main/scala/com/awsproserve/validation/DataType.scala
 13 5 3
def verifyAcceptedDataType()
in src/main/scala/com/awsproserve/parser/DelimitedSchema.scala
 8 2 1
def caseClassListToMap()
in src/main/scala/com/awsproserve/common/Utils.scala
 7 2 1
def isString()
in src/main/scala/com/awsproserve/validation/DataType.scala
 7 3 3
def caseClassToMap()
in src/main/scala/com/awsproserve/common/Utils.scala
 6 1 1
def trimString()
in src/main/scala/com/awsproserve/common/Utils.scala
 6 2 2
def getDataFrameSchema()
in src/main/scala/com/awsproserve/validation/Delimited.scala
 6 1 1
def isTimeStamp()
in src/main/scala/com/awsproserve/validation/DataType.scala
 3 1 3
def readFileAsRDD()
in src/main/scala/com/awsproserve/parser/DelimitedText.scala
 3 1 2